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ORCIDTianyi Chen
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. The links to all actual bibliographies of persons of the same or a similar name can be found below. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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- Tianyi Chen 0001
![[0000-0002-6493-1803]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-6493-1803")
— University of Glasgow, James Watt School of Engineering, Glasgow, UK
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2020 – today
- 2025
[j74]Tianyi Chen, Hua Wang, Yutong Cai, Maohan Liang, Qiang Meng:
Exploring key factors for long-term vessel incident risk prediction. Reliab. Eng. Syst. Saf. 253: 110565 (2025)- 2024
- [j73]Tianyi Chen, Xindian Wei, Lianxin Xie, Yunfei Zhang, Cheng Liu, Wenjun Shen, Si Wu, Hau-San Wong:
SELF-Former: multi-scale gene filtration transformer for single-cell spatial reconstruction. Briefings Bioinform. 25(6) (2024) - [j72]Tianyi Chen, Xiaotong Guan, Shi Shuai, Cuiting Huang, Michal Aibin:
Lite2: A Schemaless Zero-Copy Serialization Format. Comput. 13(4): 89 (2024) - [j71]Tianyi Chen, Zhi-Qin John Xu:
Efficient and Flexible Method for Reducing Moderate-Size Deep Neural Networks with Condensation. Entropy 26(7): 567 (2024) - [j70]Duowei Li, Feng Zhu, Jianping Wu, Yiik Diew Wong, Tianyi Chen:
Managing mixed traffic at signalized intersections: An adaptive signal control and CAV coordination system based on deep reinforcement learning. Expert Syst. Appl. 238(Part C): 121959 (2024) - [j69]Tianyi Chen, Yiik Diew Wong, Kum Fai Yuen, Duowei Li, Xueqin Wang:
OS-FCM: A semi-supervised clustering approach to investigating consumers' usage patterns of contactless shopping-delivery (S-D) channel. Expert Syst. Appl. 247: 123263 (2024) - [j68]Zhao Liu, Fan Ding, Yunqi Dai, Linchao Li, Tianyi Chen, Huachun Tan:
Spatial-temporal graph convolution network model with traffic fundamental diagram information informed for network traffic flow prediction. Expert Syst. Appl. 249: 123543 (2024) - [j67]Fan Wu, Liquan Shen, Tianyi Chen, Feifeng Wang:
Video-based point cloud compression artifact removal based on the geometry video enhancement. J. Electronic Imaging 33(2) (2024) - [j66]Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen:
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. J. Mach. Learn. Res. 25: 193:1-193:53 (2024) - [j65]Huangjun Zhu, Yunting Li, Tianyi Chen:
Efficient Verification of Ground States of Frustration-Free Hamiltonians. Quantum 8: 1221 (2024) - [j64]Duowei Li, Yiik Diew Wong, Tianyi Chen, Nanxi Wang, Kum Fai Yuen:
An ensemble method for investigating maritime casualties resulting in pollution occurrence: Data augmentation and feature analysis. Reliab. Eng. Syst. Saf. 251: 110391 (2024) - [j63]Xinwei Zhang, Wotao Yin, Mingyi Hong, Tianyi Chen:
Hybrid Federated Learning for Feature & Sample Heterogeneity: Algorithms and Implementation. Trans. Mach. Learn. Res. 2024 (2024) - [c100]Xue Wen, Lianxin Xie, Le Jiang, Tianyi Chen, Si Wu, Cheng Liu, Hau-San Wong:
RetouchFormer: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Attention. AAAI 2024: 5903-5911 - [c99]Tianyi Chen, Feiqi Cao, Yihao Ding, Soyeon Caren Han:
The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract). AAAI 2024: 23454-23455 - [c98]Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen:
Enhancing In-context Learning via Linear Probe Calibration. AISTATS 2024: 307-315 - [c97]Tong Wu, Anna Scaglione, Daniel B. Arnold, Tianyi Chen:
Transferable Learning of GCN Sampling Graph Data Clusters from Different Power Systems. Allerton 2024: 1-7 - [c96]Tianyi Chen, Jianfu Zhang, Yan Hong, Yiyi Zhang, Liqing Zhang:
Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation. CIKM 2024: 291-300 - [c95]Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang:
DREAM: Diffusion Rectification and Estimation-Adaptive Models. CVPR 2024: 8342-8351 - [c94]Fan Yang, Tianyi Chen, Xiaosheng He, Zhongang Cai, Lei Yang, Si Wu, Guosheng Lin:
AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing. CVPR 2024: 10596-10605 - [c93]Haidong Zhu, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Ram Nevatia, Luming Liang:
CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering. ECCV (6) 2024: 71-89 - [c92]Tianyi Chen:
The Impact of AI-Pair Programmers on Code Quality and Developer Satisfaction: Evidence from TiMi studio. GAIIS 2024 - [c91]Heshan Devaka Fernando, Lisha Chen, Songtao Lu, Pin-Yu Chen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Gaowen Liu, Meng Wang, Tianyi Chen:
Variance Reduction Can Improve Trade-Off in Multi-Objective Learning. ICASSP 2024: 6975-6979 - [c90]Han Shen, Santiago Paternain, Gaowen Liu, Ramana Kompella, Tianyi Chen:
A Method for Bilevel Optimization with Convex Lower-Level Problem. ICASSP 2024: 9426-9430 - [c89]A F. M. Saif, Xiaodong Cui, Han Shen, Songtao Lu, Brian Kingsbury, Tianyi Chen:
Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization. ICASSP 2024: 10931-10935 - [c88]Tianyi Chen, Jun Gao, Yaofeng Tu, Mo Xu:
GLO: Towards Generalized Learned Query Optimization. ICDE 2024: 4843-4855 - [c87]Shuai Zhang, Heshan Devaka Fernando, Miao Liu, Keerthiram Murugesan, Songtao Lu, Pin-Yu Chen, Tianyi Chen, Meng Wang:
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning. ICML 2024 - [c86]Jongwoo Ko, Sungnyun Kim, Tianyi Chen, Se-Young Yun:
DistiLLM: Towards Streamlined Distillation for Large Language Models. ICML 2024 - [c85]Han Shen, Zhuoran Yang, Tianyi Chen:
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF. ICML 2024 - [c84]Liang Zhang, Tianyi Chen, Yue Zong, Xiaopeng Gao:
A Peer Grading Approach for Open-ended Programming Projects Based on Binary System and Swiss System. SIGCSE (1) 2024: 1484-1490 - [i103]Tianyi Chen, Nan Hao, Yingzhou Lu, Capucine Van Rechem:
Uncertainty Quantification on Clinical Trial Outcome Prediction. CoRR abs/2401.03482 (2024) - [i102]A F. M. Saif, Xiaodong Cui, Han Shen, Songtao Lu, Brian Kingsbury, Tianyi Chen:
Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization. CoRR abs/2401.06980 (2024) - [i101]Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen:
Enhancing In-context Learning via Linear Probe Calibration. CoRR abs/2401.12406 (2024) - [i100]Jongwoo Ko, Sungnyun Kim, Tianyi Chen, Se-Young Yun:
DistiLLM: Towards Streamlined Distillation for Large Language Models. CoRR abs/2402.03898 (2024) - [i99]Han Shen, Zhuoran Yang, Tianyi Chen:
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF. CoRR abs/2402.06886 (2024) - [i98]Spencer Hutchinson, Tianyi Chen, Mahnoosh Alizadeh:
Optimistic Safety for Linearly-Constrained Online Convex Optimization. CoRR abs/2403.05786 (2024) - [i97]Guangzhi Wang, Tianyi Chen, Kamran Ghasedi, HsiangTao Wu, Tianyu Ding, Chris Nuesmeyer, Ilya Zharkov, Mohan S. Kankanhalli, Luming Liang:
S3Editor: A Sparse Semantic-Disentangled Self-Training Framework for Face Video Editing. CoRR abs/2404.08111 (2024) - [i96]Tianyu Ding, Jinxin Zhou, Tianyi Chen, Zhihui Zhu, Ilya Zharkov, Luming Liang:
AdaContour: Adaptive Contour Descriptor with Hierarchical Representation. CoRR abs/2404.08292 (2024) - [i95]Tianyi Chen, Zhi-Qin John Xu:
Efficient and Flexible Method for Reducing Moderate-size Deep Neural Networks with Condensation. CoRR abs/2405.01041 (2024) - [i94]Zhixuan Xu, Chongkai Gao, Zixuan Liu, Gang Yang, Chenrui Tie, Haozhuo Zheng, Haoyu Zhou, Weikun Peng, Debang Wang, Tianyi Chen, Zhouliang Yu, Lin Shao:
ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots. CoRR abs/2405.06964 (2024) - [i93]Shuai Zhang, Heshan Devaka Fernando, Miao Liu, Keerthiram Murugesan, Songtao Lu, Pin-Yu Chen, Tianyi Chen, Meng Wang:
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning. CoRR abs/2405.15920 (2024) - [i92]Huiping Zhuang, Run He, Kai Tong, Di Fang, Han Sun, Haoran Li, Tianyi Chen, Ziqian Zeng:
Analytic Federated Learning. CoRR abs/2405.16240 (2024) - [i91]Tianyi Chen, Jianfu Zhang, Yan Hong, Yiyi Zhang, Liqing Zhang:
Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation. CoRR abs/2405.16263 (2024) - [i90]Tianyi Chen, Hua Wang, Yutong Cai, Maohan Liang, Qiang Meng:
Exploring Key Factors for Long-Term Vessel Incident Risk Prediction. CoRR abs/2405.19804 (2024) - [i89]Liuyuan Jiang, Quan Xiao, Victor M. Tenorio, Fernando Real-Rojas, Antonio G. Marqués, Tianyi Chen:
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints. CoRR abs/2406.10148 (2024) - [i88]Zhaoxian Wu, Tayfun Gokmen, Malte J. Rasch, Tianyi Chen:
Towards Exact Gradient-based Training on Analog In-memory Computing. CoRR abs/2406.12774 (2024) - [i87]Pratheba Selvaraju, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Luming Liang:
FORA: Fast-Forward Caching in Diffusion Transformer Acceleration. CoRR abs/2407.01425 (2024) - [i86]Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan:
LinSATNet: The Positive Linear Satisfiability Neural Networks. CoRR abs/2407.13917 (2024) - [i85]Quan Xiao, Tianyi Chen:
Unlocking Global Optimality in Bilevel Optimization: A Pilot Study. CoRR abs/2408.16087 (2024) - [i84]Momin Abbas, Koushik Kar, Tianyi Chen:
Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning. CoRR abs/2409.00124 (2024) - [i83]Tianyi Chen, Xiaoyi Qu, David Aponte, Colby R. Banbury, Jongwoo Ko, Tianyu Ding, Yong Ma, Vladimir Lyapunov, Ilya Zharkov, Luming Liang:
HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning. CoRR abs/2409.09085 (2024) - [i82]Trung Dang, David Aponte, Dung N. Tran, Tianyi Chen, Kazuhito Koishida:
Zero-Shot Text-to-Speech from Continuous Text Streams. CoRR abs/2410.00767 (2024) - [i81]Han Shen, Pin-Yu Chen, Payel Das, Tianyi Chen:
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection. CoRR abs/2410.07471 (2024) - [i80]Yanjie Ze, Zixuan Chen, Wenhao Wang, Tianyi Chen, Xialin He, Ying Yuan, Xue Bin Peng, Jiajun Wu:
Generalizable Humanoid Manipulation with Improved 3D Diffusion Policies. CoRR abs/2410.10803 (2024) - [i79]Zhaoxian Wu, Quan Xiao, Tayfun Gokmen, Hsinyu Tsai, Kaoutar El Maghraoui, Tianyi Chen:
Pipeline Gradient-based Model Training on Analog In-memory Accelerators. CoRR abs/2410.15155 (2024) - [i78]Heshan Devaka Fernando, Han Shen, Parikshit Ram, Yi Zhou, Horst Samulowitz, Nathalie Baracaldo, Tianyi Chen:
Mitigating Forgetting in LLM Supervised Fine-Tuning and Preference Learning. CoRR abs/2410.15483 (2024) - [i77]Yang Hu, Tianyi Chen, Na Li, Kai Wang, Bo Dai:
Primal-Dual Spectral Representation for Off-policy Evaluation. CoRR abs/2410.17538 (2024) - 2023
- [j62]Tianyi Chen, Youngser Park, Ali Saad-Eldin, Zachary Lubberts, Avanti Athreya, Benjamin D. Pedigo, Joshua T. Vogelstein, Francesca Puppo, Gabriel A. Silva, Alysson R. Muotri, Weiwei Yang, Christopher M. White, Carey E. Priebe:
Discovering a change point and piecewise linear structure in a time series of organoid networks via the iso-mirror. Appl. Netw. Sci. 8(1): 45 (2023) - [j61]Duowei Li, Jianping Wu, Feng Zhu, Tianyi Chen, Yiik Diew Wong:
Modeling adaptive platoon and reservation-based intersection control for connected and autonomous vehicles employing deep reinforcement learning. Comput. Aided Civ. Infrastructure Eng. 38(10): 1346-1364 (2023) - [j60]Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone:
Learning with Limited Samples: Meta-Learning and Applications to Communication Systems. Found. Trends Signal Process. 17(2): 79-208 (2023) - [j59]Yihao Fu, Liquan Shen, Tianyi Chen:
3D-Distortion Based Rate Distortion Optimization for Video-Based Point Cloud Compression. KSII Trans. Internet Inf. Syst. 17(2): 435-449 (2023) - [j58]Tianyi Chen, Jun Gao, Hedui Chen, Yaofeng Tu:
LOGER: A Learned Optimizer towards Generating Efficient and Robust Query Execution Plans. Proc. VLDB Endow. 16(7): 1777-1789 (2023) - [j57]Tianyi Chen, Changbao Yang, Liguo Han, Senmiao Guo:
GF-2 Data for Lithological Classification Using Texture Features and PCA/ICA Methods in Jixi, Heilongjiang, China. Remote. Sens. 15(19): 4676 (2023) - [j56]Yutong Dai, Tianyi Chen, Guanyi Wang, Daniel P. Robinson:
An Adaptive Half-Space Projection Method for Stochastic Optimization Problems with Group Sparse Regularization. Trans. Mach. Learn. Res. 2023 (2023) - [j55]Han Shen, Kaiqing Zhang, Mingyi Hong, Tianyi Chen:
Towards Understanding Asynchronous Advantage Actor-Critic: Convergence and Linear Speedup. IEEE Trans. Signal Process. 71: 2579-2594 (2023) - [j54]Zhaoxian Wu, Tianyi Chen, Qing Ling:
Byzantine-Resilient Decentralized Stochastic Optimization With Robust Aggregation Rules. IEEE Trans. Signal Process. 71: 3179-3195 (2023) - [j53]Quan Xiao, Qing Ling, Tianyi Chen:
Lazy Queries Can Reduce Variance in Zeroth-Order Optimization. IEEE Trans. Signal Process. 71: 3695-3709 (2023) - [c83]Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen:
Alternating Projected SGD for Equality-constrained Bilevel Optimization. AISTATS 2023: 987-1023 - [c82]Han Shen, Songtao Lu, Xiaodong Cui, Tianyi Chen:
Distributed Offline Policy Optimization Over Batch Data. AISTATS 2023: 4443-4472 - [c81]Youbang Sun, Heshan Devaka Fernando, Tianyi Chen, Shahin Shahrampour:
On the Stability Analysis of Open Federated Learning Systems. ACC 2023: 867-872 - [c80]John David Maunder, Jiesi Zhang, Jianming Lu, Tianyi Chen, Zach Hindley, Eric Saczuk, Michal Aibin:
AI-based General Visual Inspection of Aircrafts Based on YOLOv5. CCECE 2023: 55-59 - [c79]Yunfei Zhang, Xiaoyang Huo, Tianyi Chen, Si Wu, Hau-San Wong:
Exploring Intra-class Variation Factors with Learnable Cluster Prompts for Semi-supervised Image Synthesis. CVPR 2023: 7392-7401 - [c78]Liang Zhang, Tianyi Chen, Yue Zong, Lijun Zhang:
Research to Practice of Blended Learning in Computer Programming Course. FIE 2023: 1-5 - [c77]Liang Zhang, Yue Zong, Tianyi Chen, Yafeng Ma, Shuo An, Lijun Zhang:
A Peer Review Approach to Grading Projects in Computer Courses. FIE 2023: 1-7 - [c76]Lisha Chen, Momin Abbas, Tianyi Chen:
A Nested Ensemble Method to Bilevel Machine Learning. ICASSP 2023: 1-5 - [c75]Tianyi Chen, Luming Liang, Tianyu Ding, Zhihui Zhu, Ilya Zharkov:
OTOv2: Automatic, Generic, User-Friendly. ICLR 2023 - [c74]Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen:
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach. ICLR 2023 - [c73]Han Shen, Tianyi Chen:
On Penalty-based Bilevel Gradient Descent Method. ICML 2023: 30992-31015 - [c72]Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan:
LinSATNet: The Positive Linear Satisfiability Neural Networks. ICML 2023: 36605-36625 - [c71]Zhehua Zhong, Tianyi Chen, Zhen Wang:
MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning. IJCAI 2023: 4674-4683 - [c70]Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. KDD 2023: 1710-1721 - [c69]Xuanang Xu, Hannah H. Deng, Tianyi Chen, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, James J. Xia, Pingkun Yan:
Federated Cross Learning for Medical Image Segmentation. MIDL 2023: 1441-1452 - [c68]Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen:
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. NeurIPS 2023 - [c67]Tianyi Chen, Qidi Wang, Zhen Dong, Liwei Shen, Xin Peng:
Enhancing Robot Program Synthesis Through Environmental Context. NeurIPS 2023 - [c66]Quan Xiao, Songtao Lu, Tianyi Chen:
An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition. NeurIPS 2023 - [c65]Kaustubh Badrike, Aniket S. Dalvi, Filip Mazurek, Marissa D'Onofrio, Jacob Whitlow, Tianyi Chen, Samuel Phiri, Leon Riesebos, Kenneth R. Brown, Frank Mueller:
QisDAX: An Open Source Bridge from Qiskit to Trapped-Ion Quantum Devices. QCE 2023: 825-836 - [i76]Han Shen, Tianyi Chen:
On Penalty-based Bilevel Gradient Descent Method. CoRR abs/2302.05185 (2023) - [i75]Tianyi Chen, Luming Liang, Tianyu Ding, Zhihui Zhu, Ilya Zharkov:
OTOV2: Automatic, Generic, User-Friendly. CoRR abs/2303.06862 (2023) - [i74]Chaoyue Song, Tianyi Chen, Yiwen Chen, Jiacheng Wei, Chuan Sheng Foo, Fayao Liu, Guosheng Lin:
MoDA: Modeling Deformable 3D Objects from Casual Videos. CoRR abs/2304.08279 (2023) - [i73]Tianyi Chen, Luming Liang, Tianyu Ding, Ilya Zharkov:
Towards Automatic Neural Architecture Search within General Super-Networks. CoRR abs/2305.18030 (2023) - [i72]Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen:
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. CoRR abs/2305.20057 (2023) - [i71]Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis:
Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. CoRR abs/2306.02338 (2023) - [i70]Quan Xiao, Songtao Lu, Tianyi Chen:
A Generalized Alternating Method for Bilevel Learning under the Polyak-Łojasiewicz Condition. CoRR abs/2306.02422 (2023) - [i69]Zhehua Zhong, Tianyi Chen, Zhen Wang:
MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning. CoRR abs/2306.15826 (2023) - [i68]Aniket S. Dalvi, Jacob Whitlow, Marissa D'Onofrio, Leon Riesebos, Tianyi Chen, Samuel Phiri, Kenneth R. Brown, Jonathan M. Baker:
One-Time Compilation of Device-Level Instructions for Quantum Subroutines. CoRR abs/2308.10787 (2023) - [i67]Wenjie Lv, Zhen Wang, Yitao Zheng, Zhehua Zhong, Qi Xuan, Tianyi Chen:
BufferSearch: Generating Black-Box Adversarial Texts With Lower Queries. CoRR abs/2310.09652 (2023) - [i66]Tianyi Chen, Tianyu Ding, Badal Yadav, Ilya Zharkov, Luming Liang:
LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery. CoRR abs/2310.18356 (2023) - [i65]Haidong Zhu, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Ram Nevatia, Luming Liang:
CaesarNeRF: Calibrated Semantic Representation for Few-shot Generalizable Neural Rendering. CoRR abs/2311.15510 (2023) - [i64]Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang:
DREAM: Diffusion Rectification and Estimation-Adaptive Models. CoRR abs/2312.00210 (2023) - [i63]Tianyu Ding, Tianyi Chen, Haidong Zhu, Jiachen Jiang, Yiqi Zhong, Jinxin Zhou, Guangzhi Wang, Zhihui Zhu, Ilya Zharkov, Luming Liang:
The Efficiency Spectrum of Large Language Models: An Algorithmic Survey. CoRR abs/2312.00678 (2023) - [i62]Fan Yang, Tianyi Chen, Xiaosheng He, Zhongang Cai, Lei Yang, Si Wu, Guosheng Lin:
AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing. CoRR abs/2312.02209 (2023) - [i61]Tianyi Chen, Qidi Wang, Zhen Dong, Liwei Shen, Xin Peng:
Enhancing Robot Program Synthesis Through Environmental Context. CoRR abs/2312.08250 (2023) - [i60]Tianyi Chen, Tianyu Ding, Zhihui Zhu, Zeyu Chen, HsiangTao Wu, Ilya Zharkov, Luming Liang:
OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators. CoRR abs/2312.09411 (2023) - 2022
- [j52]Zhen Wang, Yitao Zheng, Hai Zhu, Chang Yang, Tianyi Chen:
Transferable adversarial examples can efficiently fool topic models. Comput. Secur. 118: 102749 (2022) - [j51]Jie Peng, Zhaoxian Wu, Qing Ling, Tianyi Chen:
Byzantine-robust variance-reduced federated learning over distributed non-i.i.d. data. Inf. Sci. 616: 367-391 (2022) - [j50]Rowan S. M. Howell, Matthew A. Clarke, Ann-Kathrin Reuschl, Tianyi Chen, Sean Abbott-Imboden, Mervyn Singer, David M. Lowe, Clare L. Bennett, Benjamin Chain, Clare Jolly, Jasmin Fisher:
Executable network of SARS-CoV-2-host interaction predicts drug combination treatments. npj Digit. Medicine 5 (2022) - [j49]Jun Sun, Tianyi Chen, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang:
Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 2031-2044 (2022) - [j48]Carey E. Priebe, Cencheng Shen, Ningyuan Huang, Tianyi Chen:
A Simple Spectral Failure Mode for Graph Convolutional Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8689-8693 (2022) - [j47]Tao Sun, Han Shen, Tianyi Chen, Dongsheng Li:
Adaptive Temporal Difference Learning With Linear Function Approximation. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 8812-8824 (2022) - [j46]Tianyi Chen, Yiik Diew Wong, Xiupeng Shi, Xueqin Wang:
Optimized structure learning of Bayesian Network for investigating causation of vehicles' on-road crashes. Reliab. Eng. Syst. Saf. 224: 108527 (2022) - [j45]Tianyi Chen, Kaiqing Zhang, Georgios B. Giannakis, Tamer Basar:
Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning. IEEE Trans. Control. Netw. Syst. 9(2): 917-929 (2022) - [j44]Xiupeng Shi, Yiik Diew Wong, Chen Chai, Michael Zhi-Feng Li, Tianyi Chen, Zeng Zeng:
Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road. IEEE Trans. Intell. Transp. Syst. 23(10): 17451-17465 (2022) - [j43]Jinxiu Liang, Jingwen Wang, Yuhui Quan, Tianyi Chen, Jiaying Liu, Haibin Ling, Yong Xu:
Recurrent Exposure Generation for Low-Light Face Detection. IEEE Trans. Multim. 24: 1609-1621 (2022) - [j42]Tianyi Chen, Si Wu, Xuhui Yang, Yong Xu, Hau-San Wong:
Semantic Regularized Class-Conditional GANs for Semi-Supervised Fine-Grained Image Synthesis. IEEE Trans. Multim. 24: 2975-2985 (2022) - [j41]Weiyu Li, Zhaoxian Wu, Tianyi Chen, Liping Li, Qing Ling:
Communication-Censored Distributed Stochastic Gradient Descent. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6831-6843 (2022) - [c64]Lisha Chen, Tianyi Chen:
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? AISTATS 2022: 1733-1774 - [c63]Tianyi Chen, Yuejiao Sun, Quan Xiao, Wotao Yin:
A Single-Timescale Method for Stochastic Bilevel Optimization. AISTATS 2022: 2466-2488 - [c62]Tianyi Chen, Yu Liu, Xunjun Chen:
Image-oriented ciphertext-policy attribute-based encryption system. CIS 2022: 366-370 - [c61]Tianyi Chen, Yunfei Zhang, Xiaoyang Huo, Si Wu, Yong Xu, Hau-San Wong:
SphericGAN: Semi-supervised Hyper-spherical Generative Adversarial Networks for Fine-grained Image Synthesis. CVPR 2022: 9991-10000 - [c60]Genshen Chu, Tianyi Chen, Dandan Chen, He Bai, Guannan Li, Shuai Ren, Yang Li:
MISA-MD: A New Design of Molecular Dynamics Software for GPU Architecture. HPCC/DSS/SmartCity/DependSys 2022: 51-58 - [c59]Zirui Yan, Quan Xiao, Tianyi Chen, Ali Tajer:
Federated Multi-Armed Bandit Via Uncoordinated Exploration. ICASSP 2022: 5248-5252 - [c58]Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen:
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning. ICML 2022: 10-32 - [c57]Tianyi Chen, Charalampos E. Tsourakakis:
AntiBenford Subgraphs: Unsupervised Anomaly Detection in Financial Networks. KDD 2022: 2762-2770 - [c56]Siliang Zeng, Tianyi Chen, Alfredo García, Mingyi Hong:
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees. L4DC 2022: 278-290 - [c55]Lisha Chen, Songtao Lu, Tianyi Chen:
Understanding Benign Overfitting in Gradient-Based Meta Learning. NeurIPS 2022 - [c54]Han Shen, Tianyi Chen:
A Single-timescale Analysis for Stochastic Approximation with Multiple Coupled Sequences. NeurIPS 2022 - [c53]Tianyi Chen, Brian Matejek, Michael Mitzenmacher, Charalampos E. Tsourakakis:
Algorithmic Tools for Understanding the Motif Structure of Networks. ECML/PKDD (2) 2022: 3-19 - [c52]Leon Riesebos, Brad Bondurant, Jacob Whitlow, Junki Kim, Mark Kuzyk, Tianyi Chen, Samuel Phiri, Ye Wang, Chao Fang, Andrew Van Horn, Jungsang Kim, Kenneth R. Brown:
Modular software for real-time quantum control systems. QCE 2022: 545-555 - [c51]Tianyi Chen, Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis:
Dense and well-connected subgraph detection in dual networks. SDM 2022: 361-369 - [c50]Tianyi Chen, Xu Wang, Charalampos E. Tsourakakis:
Polarizing Opinion Dynamics with Confirmation Bias. SocInfo 2022: 144-158 - [c49]Liang Zhang, Tianyi Chen, Yafeng Ma, Jianwei Niu:
An Online Learning Help Approach based on Q&A sites in Programming Course. TALE 2022: 31-37 - [p1]Xiao Jin, Pin-Yu Chen, Tianyi Chen:
Data Leakage in Federated Learning. Federated Learning 2022: 337-361 - [i59]Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen:
Spatial-Temporal Sequential Hypergraph Network for Crime Prediction. CoRR abs/2201.02435 (2022) - [i58]Lisha Chen, Tianyi Chen:
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? CoRR abs/2203.03059 (2022) - [i57]Xuanang Xu, Tianyi Chen, Han Deng, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, Pingkun Yan, James J. Xia:
Federated Cross Learning for Medical Image Segmentation. CoRR abs/2204.02450 (2022) - [i56]Tianyi Chen, Charalampos E. Tsourakakis:
AntiBenford Subgraphs: Unsupervised Anomaly Detection in Financial Networks. CoRR abs/2205.13426 (2022) - [i55]Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen:
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning. CoRR abs/2206.03996 (2022) - [i54]Zhaoxian Wu, Tianyi Chen, Qing Ling:
Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules. CoRR abs/2206.04568 (2022) - [i53]Quan Xiao, Qing Ling, Tianyi Chen:
Lazy Queries Can Reduce Variance in Zeroth-order Optimization. CoRR abs/2206.07126 (2022) - [i52]Han Shen, Tianyi Chen:
A Single-Timescale Analysis For Stochastic Approximation With Multiple Coupled Sequences. CoRR abs/2206.10414 (2022) - [i51]Duowei Li, Jianping Wu, Feng Zhu, Tianyi Chen, Yiik Diew Wong:
Modeling Adaptive Platoon and Reservation Based Autonomous Intersection Control: A Deep Reinforcement Learning Approach. CoRR abs/2206.12419 (2022) - [i50]Lisha Chen, Songtao Lu, Tianyi Chen:
Understanding Benign Overfitting in Nested Meta Learning. CoRR abs/2206.13482 (2022) - [i49]Duowei Li, Jianping Wu, Feng Zhu, Tianyi Chen, Yiik Diew Wong:
COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning. CoRR abs/2207.07195 (2022) - [i48]Tianyu Ding, Luming Liang, Zhihui Zhu, Tianyi Chen, Ilya Zharkov:
Sparsity-guided Network Design for Frame Interpolation. CoRR abs/2209.04551 (2022) - [i47]Youbang Sun, Heshan Devaka Fernando, Tianyi Chen, Shahin Shahrampour:
On the Stability Analysis of Open Federated Learning Systems. CoRR abs/2209.12307 (2022) - [i46]Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone:
Learning with Limited Samples - Meta-Learning and Applications to Communication Systems. CoRR abs/2210.02515 (2022) - [i45]Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen:
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach. CoRR abs/2210.12624 (2022) - [i44]Leon Riesebos, Brad Bondurant, Jacob Whitlow, Junki Kim, Mark Kuzyk, Tianyi Chen, Samuel Phiri, Ye Wang, Chao Fang, Andrew Van Horn, Jungsang Kim, Kenneth R. Brown:
Modular Software for Real-Time Quantum Control Systems. CoRR abs/2210.14341 (2022) - [i43]Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen:
Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization. CoRR abs/2211.07096 (2022) - [i42]Bo Ji, Tianyi Chen:
FSCNN: A Fast Sparse Convolution Neural Network Inference System. CoRR abs/2212.08815 (2022) - 2021
- [j40]Xueqin Wang, Yiik Diew Wong, Tianyi Chen, Kum Fai Yuen:
Adoption of shopper-facing technologies under social distancing: A conceptualisation and an interplay between task-technology fit and technology trust. Comput. Hum. Behav. 124: 106900 (2021) - [j39]Bochun Wu, Tianyi Chen, Wei Ni, Xin Wang:
Multi-Agent Multi-Armed Bandit Learning for Online Management of Edge-Assisted Computing. IEEE Trans. Commun. 69(12): 8188-8199 (2021) - [j38]Zhaoxian Wu, Han Shen, Tianyi Chen, Qing Ling:
Byzantine-Resilient Decentralized Policy Evaluation With Linear Function Approximation. IEEE Trans. Signal Process. 69: 3839-3853 (2021) - [j37]Tianyi Chen, Yuejiao Sun, Wotao Yin:
Communication-Adaptive Stochastic Gradient Methods for Distributed Learning. IEEE Trans. Signal Process. 69: 4637-4651 (2021) - [j36]Tianyi Chen, Yuejiao Sun, Wotao Yin:
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization. IEEE Trans. Signal Process. 69: 4937-4948 (2021) - [j35]Bochun Wu, Tianyi Chen, Kai Yang, Xin Wang:
Edge-Centric Bandit Learning for Task-Offloading Allocations in Multi-RAT Heterogeneous Networks. IEEE Trans. Veh. Technol. 70(4): 3702-3714 (2021) - [c48]Songtao Lu, Kaiqing Zhang, Tianyi Chen, Tamer Basar, Lior Horesh:
Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning. AAAI 2021: 8767-8775 - [c47]Hao Wu, Tianyi Chen, Xianzhe Luo, Canghong Jin, Yun Zhang, Minghui Wu:
Hybrid Estimation for Open-Ended Questions with Early-Age Students' Block-Based Programming Answers. ACML 2021: 33-48 - [c46]Tianyi Chen, Ziye Guo, Yuejiao Sun, Wotao Yin:
CADA: Communication-Adaptive Distributed Adam. AISTATS 2021: 613-621 - [c45]Tianyi Chen, Jiahui Fu, Wentao Jiang, Chen Gao, Si Liu:
SRKTDN: Applying Super Resolution Method to Dehazing Task. CVPR Workshops 2021: 487-496 - [c44]Yi Liu, Xiaoyang Huo, Tianyi Chen, Xiangping Zeng, Si Wu, Zhiwen Yu, Hau-San Wong:
Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis. CVPR 2021: 5506-5515 - [c43]Yuejiao Sun, Tianyi Chen, Wotao Yin:
An Optimal Stochastic Compositional Optimization Method with Applications to Meta Learning. ICASSP 2021: 3665-3669 - [c42]Zhaoxian Wu, Han Shen, Tianyi Chen, Qing Ling:
Byzantine-Resilient Decentralized TD Learning with Linear Function Approximation. ICASSP 2021: 5040-5044 - [c41]Tianyi Chen, Yi Liu, Yunfei Zhang, Si Wu, Yong Xu, Liangbing Feng, Hau-San Wong:
Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation. ICCV 2021: 9244-9253 - [c40]Liquan Ding, Xuesong Zhang, Tianyi Chen, Song Lin:
Research on Collaborative Detection and Location Method of Infrared and Radar Aircraft Based on Federated Filter. ICMSSP 2021: 60-63 - [c39]Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen:
Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning. IJCAI 2021: 1631-1637 - [c38]Xiao Jin, Pin-Yu Chen, Chia-Yi Hsu, Chia-Mu Yu, Tianyi Chen:
Catastrophic Data Leakage in Vertical Federated Learning. NeurIPS 2021: 994-1006 - [c37]Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu:
Only Train Once: A One-Shot Neural Network Training And Pruning Framework. NeurIPS 2021: 19637-19651 - [c36]Tianyi Chen, Yuejiao Sun, Wotao Yin:
Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems. NeurIPS 2021: 25294-25307 - [c35]Tianyi Chen, Kihong Heo, Mukund Raghothaman:
Boosting static analysis accuracy with instrumented test executions. ESEC/SIGSOFT FSE 2021: 1154-1165 - [i41]Tianyi Chen, Yuejiao Sun, Wotao Yin:
A Single-Timescale Stochastic Bilevel Optimization Method. CoRR abs/2102.04671 (2021) - [i40]Tianyi Chen, Meng Wang, Siyuan Gong, Yang Zhou, Bin Ran:
Connected and Automated Vehicle Distributed Control for On-ramp Merging Scenario: A Virtual Rotation Approach. CoRR abs/2103.15047 (2021) - [i39]Tianyi Chen, Yuejiao Sun, Wotao Yin:
Tighter Analysis of Alternating Stochastic Gradient Method for Stochastic Nested Problems. CoRR abs/2106.13781 (2021) - [i38]Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu:
Only Train Once: A One-Shot Neural Network Training And Pruning Framework. CoRR abs/2107.07467 (2021) - [i37]Siliang Zeng, Tianyi Chen, Alfredo García, Mingyi Hong:
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees. CoRR abs/2110.05597 (2021) - [i36]Xiao Jin, Pin-Yu Chen, Chia-Yi Hsu, Chia-Mu Yu, Tianyi Chen:
CAFE: Catastrophic Data Leakage in Vertical Federated Learning. CoRR abs/2110.15122 (2021) - [i35]Tianyi Chen, Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis:
Dense and well-connected subgraph detection in dual networks. CoRR abs/2112.03337 (2021) - 2020
- [j34]Tao Ruan, Dexing Wu, Tianyi Chen, Canghong Jin, Lei Xu, Shengli Zhou, Zhen Jiang:
Context-Aware Traffic Prediction Framework Based on Series Decomposition. IEEE Access 8: 202848-202857 (2020) - [j33]Ruopeng Wang, Jia-Qin Yang, Jing-Yu Mao, Zhan-Peng Wang, Shuang Wu, Maojie Zhou, Tianyi Chen, Ye Zhou, Su-Ting Han:
Recent Advances of Volatile Memristors: Devices, Mechanisms, and Applications. Adv. Intell. Syst. 2(9): 2000055 (2020) - [j32]Jiayi Peng, Yong Xu, Tianyi Chen, Yan Huang:
Single-image raindrop removal using concurrent channel-spatial attention and long-short skip connections. Pattern Recognit. Lett. 131: 121-127 (2020) - [j31]Tianyi Chen, Jürgen Kusche, Yunzhong Shen, Qiujie Chen:
A Combined Use of TSVD and Tikhonov Regularization for Mass Flux Solution in Tibetan Plateau. Remote. Sens. 12(12): 2045 (2020) - [j30]Wenhan Yang, Ye Yuan, Wenqi Ren, Jiaying Liu, Walter J. Scheirer, Zhangyang Wang, Taiheng Zhang, Qiaoyong Zhong, Di Xie, Shiliang Pu, Yuqiang Zheng, Yanyun Qu, Yuhong Xie, Liang Chen, Zhonghao Li, Chen Hong, Hao Jiang, Siyuan Yang, Yan Liu, Xiaochao Qu, Pengfei Wan, Shuai Zheng, Minhui Zhong, Taiyi Su, Lingzhi He, Yandong Guo, Yao Zhao, Zhenfeng Zhu, Jinxiu Liang, Jingwen Wang, Tianyi Chen, Yuhui Quan, Yong Xu, Bo Liu, Xin Liu, Qi Sun, Tingyu Lin, Xiaochuan Li, Feng Lu, Lin Gu, Shengdi Zhou, Cong Cao, Shifeng Zhang, Cheng Chi, Chubin Zhuang, Zhen Lei, Stan Z. Li, Shizheng Wang, Ruizhe Liu, Dong Yi, Zheming Zuo, Jianning Chi, Huan Wang, Kai Wang, Yixiu Liu, Xingyu Gao, Zhenyu Chen, Chang Guo, Yongzhou Li, Huicai Zhong, Jing Huang, Heng Guo, Jianfei Yang, Wenjuan Liao, Jiangang Yang, Liguo Zhou, Mingyue Feng, Likun Qin:
Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study. IEEE Trans. Image Process. 29: 5737-5752 (2020) - [j29]Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis:
Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks. IEEE Trans. Signal Process. 68: 4583-4596 (2020) - [c34]Bochun Wu, Tianyi Chen, Xin Wang:
A Combinatorial Bandit Approach to UAV-aided Edge Computing. ACSSC 2020: 304-308 - [c33]Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis:
Resilient to Byzantine Attacks Finite-Sum Optimization Over Networks. ICASSP 2020: 5910-5914 - [c32]Bochun Wu, Tianyi Chen, Xin Wang:
An MAB Approach for MEC-centric Task-offloading Control in Multi-RAT HetNets. ICC 2020: 1-6 - [c31]Tianyi Chen, Canghong Jin, Tengran Dong, Dongkai Chen:
A Deep Time Series Forecasting Method Integrated with Local-Context Sensitive Features. ICONIP (3) 2020: 532-543 - [c30]Tianyi Chen, Tianyu Ding, Bo Ji, Guanyi Wang, Yixin Shi, Jing Tian, Sheng Yi, Xiao Tu, Zhihui Zhu:
Orthant Based Proximal Stochastic Gradient Method for ℓ 1-Regularized Optimization. ECML/PKDD (3) 2020: 57-73 - [i34]Tao Sun, Han Shen, Tianyi Chen, Dongsheng Li:
Adaptive Temporal Difference Learning with Linear Function Approximation. CoRR abs/2002.08537 (2020) - [i33]Tianyi Chen, Yuejiao Sun, Wotao Yin:
LASG: Lazily Aggregated Stochastic Gradients for Communication-Efficient Distributed Learning. CoRR abs/2002.11360 (2020) - [i32]Tianyi Chen, Tianyu Ding, Bo Ji, Guanyi Wang, Yixin Shi, Sheng Yi, Xiao Tu, Zhihui Zhu:
Orthant Based Proximal Stochastic Gradient Method for 𝓁1-Regularized Optimization. CoRR abs/2004.03639 (2020) - [i31]Yanjie Dong, Georgios B. Giannakis, Tianyi Chen, Julian Cheng, Md. Jahangir Hossain, Victor C. M. Leung:
Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets. CoRR abs/2006.09992 (2020) - [i30]Tianyi Chen, Xiao Jin, Yuejiao Sun, Wotao Yin:
VAFL: a Method of Vertical Asynchronous Federated Learning. CoRR abs/2007.06081 (2020) - [i29]Jinxiu Liang, Jingwen Wang, Yuhui Quan, Tianyi Chen, Jiaying Liu, Haibin Ling, Yong Xu:
Recurrent Exposure Generation for Low-Light Face Detection. CoRR abs/2007.10963 (2020) - [i28]Tianyi Chen, Yuejiao Sun, Wotao Yin:
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization. CoRR abs/2008.10847 (2020) - [i27]Carey E. Priebe, Cencheng Shen, Ningyuan Huang, Tianyi Chen:
A Simple Spectral Failure Mode for Graph Convolutional Networks. CoRR abs/2010.13152 (2020) - [i26]Tianyi Chen, Bo Ji, Yixin Shi, Tianyu Ding, Biyi Fang, Sheng Yi, Xiao Tu:
Neural Network Compression Via Sparse Optimization. CoRR abs/2011.04868 (2020) - [i25]Xiupeng Shi, Yiik Diew Wong, Chen Chai, Michael Zhi-Feng Li, Tianyi Chen, Zeng Zeng:
Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road. CoRR abs/2011.11933 (2020) - [i24]Xinwei Zhang, Wotao Yin, Mingyi Hong, Tianyi Chen:
Hybrid Federated Learning: Algorithms and Implementation. CoRR abs/2012.12420 (2020) - [i23]Tianyi Chen, Ziye Guo, Yuejiao Sun, Wotao Yin:
CADA: Communication-Adaptive Distributed Adam. CoRR abs/2012.15469 (2020) - [i22]Han Shen, Kaiqing Zhang, Mingyi Hong, Tianyi Chen:
Asynchronous Advantage Actor Critic: Non-asymptotic Analysis and Linear Speedup. CoRR abs/2012.15511 (2020)
2010 – 2019
- 2019
- [j28]Tianyi Chen, Georgios B. Giannakis:
Bandit Convex Optimization for Scalable and Dynamic IoT Management. IEEE Internet Things J. 6(1): 1276-1286 (2019) - [j27]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics. J. Mach. Learn. Res. 20: 22:1-22:36 (2019) - [j26]Tianyi Chen, Sergio Barbarossa, Xin Wang, Georgios B. Giannakis, Zhi-Li Zhang:
Learning and Management for Internet of Things: Accounting for Adaptivity and Scalability. Proc. IEEE 107(4): 778-796 (2019) - [j25]Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Ren Ping Liu, Georgios B. Giannakis:
Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining. IEEE Trans. Mob. Comput. 18(12): 2899-2912 (2019) - [j24]Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Real-Time Energy Management in Microgrids With Reduced Battery Capacity Requirements. IEEE Trans. Smart Grid 10(2): 1928-1938 (2019) - [j23]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Secure Mobile Edge Computing in IoT via Collaborative Online Learning. IEEE Trans. Signal Process. 67(23): 5922-5935 (2019) - [c29]Liping Li, Wei Xu, Tianyi Chen, Georgios B. Giannakis, Qing Ling:
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets. AAAI 2019: 1544-1551 - [c28]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Bandit Online Learning with Unknown Delays. AISTATS 2019: 993-1002 - [c27]Xuechao He, Qing Ling, Tianyi Chen:
Byzantine-Robust Stochastic Gradient Descent for Distributed Low-Rank Matrix Completion. DSW 2019: 322-326 - [c26]Jun Sun, Tianyi Chen, Georgios B. Giannakis, Zaiyue Yang:
Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients. NeurIPS 2019: 3365-3375 - [c25]Charalampos E. Tsourakakis, Tianyi Chen, Naonori Kakimura, Jakub Pachocki:
Novel Dense Subgraph Discovery Primitives: Risk Aversion and Exclusion Queries. ECML/PKDD (1) 2019: 378-394 - [i21]Charalampos E. Tsourakakis, Tianyi Chen, Naonori Kakimura, Jakub Pachocki:
Novel Dense Subgraph Discovery Primitives: Risk Aversion and Exclusion Queries. CoRR abs/1904.08178 (2019) - [i20]Bo Ji, Tianyi Chen:
Generative Adversarial Network for Handwritten Text. CoRR abs/1907.11845 (2019) - [i19]Weiyu Li, Tianyi Chen, Liping Li, Qing Ling:
Communication-Censored Distributed Stochastic Gradient Descent. CoRR abs/1909.03631 (2019) - [i18]Jun Sun, Tianyi Chen, Georgios B. Giannakis, Zaiyue Yang:
Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients. CoRR abs/1909.07588 (2019) - [i17]Tao Sun, Tianyi Chen, Yuejiao Sun, Qing Liao, Dongsheng Li:
Decentralized Markov Chain Gradient Descent. CoRR abs/1909.10238 (2019) - [i16]Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis:
Federated Variance-Reduced Stochastic Gradient Descent with Robustness to Byzantine Attacks. CoRR abs/1912.12716 (2019) - 2018
- [j22]Tianyi Chen, Qing Ling, Yanning Shen, Georgios B. Giannakis:
Heterogeneous Online Learning for "Thing-Adaptive" Fog Computing in IoT. IEEE Internet Things J. 5(6): 4328-4341 (2018) - [j21]Tianyi Chen, Frank E. Curtis, Daniel P. Robinson:
FaRSA for ℓ1-regularized convex optimization: local convergence and numerical experience. Optim. Methods Softw. 33(2): 396-415 (2018) - [j20]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation. IEEE Trans. Control. Netw. Syst. 5(4): 1941-1951 (2018) - [j19]Xin Wang, Xiaojing Chen, Tianyi Chen, Longbo Huang, Georgios B. Giannakis:
Two-Scale Stochastic Control for Integrated Multipoint Communication Systems With Renewables. IEEE Trans. Smart Grid 9(3): 1822-1834 (2018) - [c24]Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Secure Edge Computing in IoT via Online Learning. ACSSC 2018: 2149-2153 - [c23]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments. AISTATS 2018: 2037-2046 - [c22]Tianyi Chen, Na Li, Georgios B. Giannakis:
Aggregating Flexibility of Heterogeneous Energy Resources in Distribution Networks. ACC 2018: 4604-4609 - [c21]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Online Multi-Kernel Learning with Orthogonal Random Features. ICASSP 2018: 6289-6293 - [c20]Tianyi Chen, Georgios B. Giannakis:
Harnessing Bandit Online Learning to Low-Latency Fog Computing. ICASSP 2018: 6418-6422 - [c19]Tianyi Chen, Georgios B. Giannakis, Tao Sun, Wotao Yin:
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning. NeurIPS 2018: 5055-5065 - [c18]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Online Learning Adaptive to Dynamic and Adversarial Environments. SPAWC 2018: 1-5 - [i15]Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Ren Ping Liu, Georgios B. Giannakis:
Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining. CoRR abs/1804.07051 (2018) - [i14]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Secure Mobile Edge Computing in IoT via Collaborative Online Learning. CoRR abs/1805.03591 (2018) - [i13]Tianyi Chen, Georgios B. Giannakis, Tao Sun, Wotao Yin:
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning. CoRR abs/1805.09965 (2018) - [i12]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Delayed Bandit Online Learning with Unknown Delays. CoRR abs/1807.03205 (2018) - [i11]Tianyi Chen, Sergio Barbarossa, Xin Wang, Georgios B. Giannakis, Zhi-Li Zhang:
Learning and Management for Internet-of-Things: Accounting for Adaptivity and Scalability. CoRR abs/1810.11613 (2018) - [i10]Liping Li, Wei Xu, Tianyi Chen, Georgios B. Giannakis, Qing Ling:
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets. CoRR abs/1811.03761 (2018) - [i9]Tianyi Chen, Kaiqing Zhang, Georgios B. Giannakis, Tamer Basar:
Communication-Efficient Distributed Reinforcement Learning. CoRR abs/1812.03239 (2018) - 2017
- [j18]Yuehua Gao, Tianyi Chen:
An Efficient Extreme Learning Machine Based on Fuzzy Information Granulation. Int. J. Emerg. Technol. Learn. 12(6): 161-170 (2017) - [j17]Tianyi Chen, Frank E. Curtis, Daniel P. Robinson:
A Reduced-Space Algorithm for Minimizing ℓ1-Regularized Convex Functions. SIAM J. Optim. 27(3): 1583-1610 (2017) - [j16]Tianyi Chen, Antonio G. Marqués, Georgios B. Giannakis:
DGLB: Distributed Stochastic Geographical Load Balancing over Cloud Networks. IEEE Trans. Parallel Distributed Syst. 28(7): 1866-1880 (2017) - [j15]Tianyi Chen, Aryan Mokhtari, Xin Wang, Alejandro Ribeiro, Georgios B. Giannakis:
Stochastic Averaging for Constrained Optimization With Application to Online Resource Allocation. IEEE Trans. Signal Process. 65(12): 3078-3093 (2017) - [j14]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
An Online Convex Optimization Approach to Proactive Network Resource Allocation. IEEE Trans. Signal Process. 65(24): 6350-6364 (2017) - [j13]Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Georgios B. Giannakis:
Real-Time Energy Trading and Future Planning for Fifth Generation Wireless Communications. IEEE Wirel. Commun. 24(4): 24-30 (2017) - [c17]Tianyi Chen, Yanning Shen, Qing Ling, Georgios B. Giannakis:
Online learning for "thing-adaptive" Fog Computing in IoT. ACSSC 2017: 664-668 - [c16]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
Online convex optimization for dynamic network resource allocation. EUSIPCO 2017: 136-140 - [c15]Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Real-time energy management with improved cost-capacity tradeoff. GlobalSIP 2017: 1045-1049 - [c14]Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Ren Ping Liu, Georgios B. Giannakis:
Distributed Stochastic Optimization of Network Function Virtualization. GLOBECOM 2017: 1-6 - [c13]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
Learn-and-adapt network resource allocation. SPAWC 2017: 1-5 - [i8]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
An Online Convex Optimization Approach to Dynamic Network Resource Allocation. CoRR abs/1701.03974 (2017) - [i7]Tianyi Chen, Qing Ling, Georgios B. Giannakis:
Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation. CoRR abs/1703.01673 (2017) - [i6]Tianyi Chen, Georgios B. Giannakis:
Bandit Convex Optimization for Scalable and Dynamic IoT Management. CoRR abs/1707.09060 (2017) - [i5]Yanning Shen, Tianyi Chen, Georgios B. Giannakis:
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments. CoRR abs/1712.09983 (2017) - 2016
- [j12]Tianyi Chen, Yu Zhang, Xin Wang, Georgios B. Giannakis:
Robust Workload and Energy Management for Sustainable Data Centers. IEEE J. Sel. Areas Commun. 34(3): 651-664 (2016) - [j11]Xin Wang, Yu Zhang, Tianyi Chen, Georgios B. Giannakis:
Dynamic Energy Management for Smart-Grid-Powered Coordinated Multipoint Systems. IEEE J. Sel. Areas Commun. 34(5): 1348-1359 (2016) - [j10]Xin Wang, Tianyi Chen, Xiaojing Chen, Xiaolin Zhou, Georgios B. Giannakis:
Dynamic Resource Allocation for Smart-Grid Powered MIMO Downlink Transmissions. IEEE J. Sel. Areas Commun. 34(12): 3354-3365 (2016) - [j9]Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Cooling-Aware Energy and Workload Management in Data Centers via Stochastic Optimization. IEEE J. Sel. Top. Signal Process. 10(2): 402-415 (2016) - [j8]Tianyi Chen, Yunzhong Shen, Qiujie Chen:
Mass Flux Solution in the Tibetan Plateau Using Mascon Modeling. Remote. Sens. 8(5): 439 (2016) - [j7]Zheng Nan, Tianyi Chen, Xin Wang, Wei Ni:
Energy-Efficient Transmission Schedule for Delay-Limited Bursty Data Arrivals Under Nonideal Circuit Power Consumption. IEEE Trans. Veh. Technol. 65(8): 6588-6600 (2016) - [c12]Tianyi Chen, Antonio G. Marqués, Georgios B. Giannakis:
Space-time scheduling for green data center networks. ACSSC 2016: 795-799 - [c11]Tianyi Chen, Aryan Mokhtari, Xin Wang, Alejandro Ribeiro, Georgios B. Giannakis:
A data-driven approach to stochastic network optimization. GlobalSIP 2016: 510-514 - [c10]Xiaojing Chen, Tianyi Chen, Xin Wang, Longbo Huang, Georgios B. Giannakis:
Two-Scale Stochastic Control for Smart-Grid Powered Coordinated Multi-Point Systems. GLOBECOM 2016: 1-6 - [c9]Xiaojing Chen, Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Stochastic online control for smart-grid powered MIMO downlink transmissions. ICASSP 2016: 3451-3455 - [c8]Tianyi Chen, Yu Zhang, Xin Wang, Georgios B. Giannakis:
Robust geographical load balancing for sustainable data centers. ICASSP 2016: 3526-3530 - [c7]Ming Fan, Jun Liu, Xiapu Luo, Kai Chen, Tianyi Chen, Zhenzhou Tian, Xiaodong Zhang, Qinghua Zheng, Ting Liu:
Frequent Subgraph Based Familial Classification of Android Malware. ISSRE 2016: 24-35 - [i4]Xin Wang, Xiaojing Chen, Tianyi Chen, Longbo Huang, Georgios B. Giannakis:
Two-Scale Stochastic Control for Multipoint Communication Systems with Renewables. CoRR abs/1602.08805 (2016) - [i3]Tianyi Chen, Aryan Mokhtari, Xin Wang, Alejandro Ribeiro, Georgios B. Giannakis:
Stochastic Averaging for Constrained Optimization with Application to Online Resource Allocation. CoRR abs/1610.02143 (2016) - 2015
- [j6]Tianyi Chen, Hangguan Shan, Xin Wang:
Optimal Scheduling for Wireless On-Demand Data Packet Delivery to High-Speed Trains. IEEE Trans. Veh. Technol. 64(9): 4101-4112 (2015) - [j5]Xin Wang, Zheng Nan, Tianyi Chen:
Optimal MIMO Broadcasting for Energy Harvesting Transmitter With non-Ideal Circuit Power Consumption. IEEE Trans. Wirel. Commun. 14(5): 2500-2512 (2015) - [c6]Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Energy and workload management for data centers in renewable-integrated power grid. GlobalSIP 2015: 513-517 - [c5]Xin Wang, Tianyi Chen, Yu Zhang, Georgios B. Giannakis:
Optimal Dynamic Power Management for Green Coordinated Multipoint Systems. GLOBECOM 2015: 1-6 - 2014
- [c4]Zheng Nan, Tianyi Chen, Xin Wang:
Energy-efficient transmission of delay-limited bursty data packets over time-varying channels under non-ideal circuit power. ChinaSIP 2014: 743-747 - [c3]Zheng Nan, Tianyi Chen, Xin Wang:
Optimal MIMO broadcasting over time-varying wireless channels for energy harvesting transmitter with non-ideal circuit power. ICASSP 2014: 7739-7743 - [i2]Zheng Nan, Tianyi Chen, Xin Wang, Wei Ni:
Energy-Efficient Transmission Schedule for Delay-Limited Bursty Data Arrivals under Non-Ideal Circuit Power Consumption. CoRR abs/1403.4597 (2014) - 2013
- [i1]Simon Harper, Tianyi Chen, Yeliz Yesilada:
Controlled Experimentation in Naturalistic Mobile Settings. CoRR abs/1306.3767 (2013) - 2011
- [b1]Tianyi Chen:
Investigating retrospective interoperability between the accessible and mobile webs with regard to user input. University of Manchester, UK, 2011 - [j4]Simon Harper, Yeliz Yesilada, Tianyi Chen:
Mobile device impairment ... similar problems, similar solutions? Behav. Inf. Technol. 30(5): 673-690 (2011) - [j3]Tianyi Chen, Simon Harper, Yeliz Yesilada:
How Do People Use Their Mobile Phones?: A Field Study of Small Device Users. Int. J. Mob. Hum. Comput. Interact. 3(1): 37-54 (2011) - 2010
- [j2]Yeliz Yesilada, Simon Harper, Tianyi Chen, Shari Trewin:
Small-device users situationally impaired by input. Comput. Hum. Behav. 26(3): 427-435 (2010) - [j1]Tianyi Chen, Yeliz Yesilada, Simon Harper:
What input errors do you experience? Typing and pointing errors of mobile Web users. Int. J. Hum. Comput. Stud. 68(3): 138-157 (2010) - [c2]Yeliz Yesilada, Tianyi Chen, Simon Harper:
A simple solution: solution migration from disabled to small device context. W4A 2010: 27
2000 – 2009
- 2008
- [c1]Tianyi Chen:
Input to the mobile web is situationally-impaired. ASSETS 2008: 303-304
Coauthor Index
[j49] [j45] [j29] [c33] [i31] [j28] [j27] [j26] [j25] [j24] [j23] [c29] [c28] [c26] [i18] [i16] [j22] [j20] [j19] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [j16] [j15] [j14] [j13] [c17] [c16] [c15] [c14] [c13] [i8] [i7] [i6] [i5] [j12] [j11] [j10] [j9] [c12] [c11] [c10] [c9] [c8] [i4] [i3] [c6] [c5]
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