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Books and Theses
- 2013
[b1]Liang Xiong:
On Learning from Collective Data. Carnegie Mellon University, USA, 2013
Journal Articles
- 2023
- [j14]Chunxiao Hu
, Yun Yin, Tong Li, Yangzi Liu, Liang Xiong, Hongtao Xu:
A Fully-Integrated Wideband Digital Polar Transmitter With 11-bit Digital-to-Phase Converter in 40nm CMOS. IEEE J. Solid State Circuits 58(2): 462-473 (2023) - [j13]Liang Xiong, Qi Qin, Jianzhou Liu, Zhirui Gong, Zhanfeng Jiang, Nung-sing Sze:
Multipartite strongly symmetric states and applications to geometric entanglement and classicality. Quantum Inf. Process. 22(7): 291 (2023) - [j12]Bin Xu, Zhaotian Yan, Liang Xiong, Lu Zhang, Wei Zhou, Ruikun Mai, Zhengyou He, Lizhou Liu:
A Double-Switch Single-Transformer Integrated Equalizer for the Recycled Power Battery String of Automatic Guided Vehicles. IEEE Trans. Ind. Electron. 70(3): 2596-2606 (2023) - 2022
- [j11]Zhonggang Xiong, Liping Shang, Hu Deng, Liang Xiong, Linyu Chen, Jin Guo, Guilin Li:
High-Sensitivity Multiband Detection Based on the Local Enhancement Effect of an Electric Field at Terahertz Frequency. J. Sensors 2022: 1-13 (2022) - [j10]Yicheng Li, Yun Yin, Diyang Zheng, Xianglong Jia, Jie Lin, Fu Gao, Yiting Zhu, Liang Xiong, Na Yan, Ye Lu, Hongtao Xu:
A 15-Bit Quadrature Digital Power Amplifier With Transformer-Based Complex-Domain Efficiency Enhancement. IEEE J. Solid State Circuits 57(6): 1610-1622 (2022) - [j9]Liang Xiong, Jianzhou Liu, Qi Qin:
The geometric measure of entanglement of multipartite states and the Z-eigenvalue of tensors. Quantum Inf. Process. 21(3): 102 (2022) - 2021
- [j8]Boqin Yang, Hu Deng, Quancheng Liu, Linyu Chen, Liang Xiong, Zhixiang Wu, Weiwei Qu, Liping Shang:
A Contactless Liquor Level Detection Method Using Terahertz Time-Domain Spectroscopy. J. Sensors 2021: 1-7 (2021) - 2020
- [j7]Yalin Zhang, Liang Xiong, Jia Yu:
Deep Learning Based User Association in Heterogeneous Wireless Networks. IEEE Access 8: 197439-197447 (2020) - [j6]Liang Xiong, Jianzhou Liu:
Z-eigenvalue inclusion theorem of tensors and the geometric measure of entanglement of multipartite pure states. Comput. Appl. Math. 39(2) (2020) - [j5]Yun Yin, Tong Li, Liang Xiong, Yicheng Li, Hao Min, Na Yan, Hongtao Xu:
A Broadband Switched-Transformer Digital Power Amplifier for Deep Back-Off Efficiency Enhancement. IEEE J. Solid State Circuits 55(11): 2997-3008 (2020) - 2019
- [j4]Yun Yin, Yiting Zhu, Liang Xiong, Wei Luo, Bowen Chen, Tong Li, Na Yan, Hongtao Xu:
A Compact Transformer-Combined Polar/Quadrature Reconfigurable Digital Power Amplifier in 28-nm Logic LP CMOS. IEEE J. Solid State Circuits 54(3): 709-719 (2019) - [j3]Yun Yin, Liang Xiong, Yiting Zhu, Bowen Chen, Hao Min, Hongtao Xu:
A Compact Dual-Band Digital Polar Doherty Power Amplifier Using Parallel-Combining Transformer. IEEE J. Solid State Circuits 54(6): 1575-1585 (2019) - [j2]Wei Luo, Yun Yin, Liang Xiong, Tong Li, Hongtao Xu:
Nonlinear Analytical Model for Switched-Capacitor Class-D RF Power Amplifiers. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(6): 2309-2321 (2019) - 2012
- [j1]Jieyue Li, Liang Xiong, Jeff G. Schneider, Robert F. Murphy:
Protein subcellular location pattern classification in cellular images using latent discriminative models. Bioinform. 28(12): 32-39 (2012)
Conference and Workshop Papers
- 2024
- [c33]Wei Wen, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Hang Yin, Weiwei Chu, Kaveh Hassani, Mengying Sun, Jiang Liu, Xu Wang, Lin Jiang, Yuxin Chen, Buyun Zhang, Xi Liu, Dehua Cheng, Zhengxing Chen, Guang Zhao, Fangqiu Han, Jiyan Yang, Yuchen Hao, Liang Xiong, Wen-Yen Chen:
Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. WWW (Companion Volume) 2024: 73-82 - 2023
- [c32]Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen:
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. WWW 2023: 1199-1207 - 2021
- [c31]Zhe Xu, Si Zhang, Yinglong Xia, Liang Xiong, Jiejun Xu, Hanghang Tong:
DESTINE: Dense Subgraph Detection on Multi-Layered Networks. CIKM 2021: 3558-3562 - 2020
- [c30]Zhe Xu, Si Zhang, Yinglong Xia, Liang Xiong, Hanghang Tong:
Ranking on Network of Heterogeneous Information Networks. IEEE BigData 2020: 848-857 - [c29]Udit Gupta, Carole-Jean Wu, Xiaodong Wang, Maxim Naumov, Brandon Reagen, David Brooks, Bradford Cottel, Kim M. Hazelwood, Mark Hempstead, Bill Jia, Hsien-Hsin S. Lee, Andrey Malevich, Dheevatsa Mudigere, Mikhail Smelyanskiy, Liang Xiong, Xuan Zhang:
The Architectural Implications of Facebook's DNN-Based Personalized Recommendation. HPCA 2020: 488-501 - [c28]Chenggong Zhai, Liang Xiong, Yan Li:
Optimization of Clothing Supply Standard Based on Big Data. ICBDC 2020: 18-22 - [c27]Diyang Zheng, Yun Yin, Yiting Zhu, Liang Xiong, Yicheng Li, Na Yan, Hongtao Xu:
24.5 A 15b Quadrature Digital Power Amplifier with Transformer-Based Complex-Domain Power-Efficiency Enhancement. ISSCC 2020: 370-372 - [c26]Si Zhang, Hanghang Tong, Yinglong Xia, Liang Xiong, Jiejun Xu:
NetTrans: Neural Cross-Network Transformation. KDD 2020: 986-996 - [c25]Wancheng Lu, Ye Wang, Shushi Gu, Liang Xiong, Qinyu Zhang:
Repair Delay Performance Analysis of Mobile Caching Systems Using Erasure Codes. VTC Spring 2020: 1-5 - 2019
- [c24]Tianzhen Dong, Xiao Qi, Qing Zhang, Wenju Li, Liang Xiong:
Overview on Vision-Based 3D Object Recognition Methods. ICIG (2) 2019: 243-254 - [c23]Liang Xiong, Tong Li, Yun Yin, Hao Min, Na Yan, Hongtao Xu:
A Broadband Switched-Transformer Digital Power Amplifier for Deep Back-Off Efficiency Enhancement. ISSCC 2019: 76-78 - [c22]Geng Ji, Dehua Cheng, Huazhong Ning, Changhe Yuan, Hanning Zhou, Liang Xiong, Erik B. Sudderth:
Variational Training for Large-Scale Noisy-OR Bayesian Networks. UAI 2019: 873-882 - 2018
- [c21]Yiting Zhu, Liang Xiong, Yun Yin, Wei Luo, Bowen Chen, Tong Li, Hongtao Xu:
A compact 2.4GHz polar/quadrature reconfigurable digital power amplifier in 28nm logic LP CMOS. CICC 2018: 1-4 - [c20]Kim M. Hazelwood, Sarah Bird, David M. Brooks, Soumith Chintala, Utku Diril, Dmytro Dzhulgakov, Mohamed Fawzy, Bill Jia, Yangqing Jia, Aditya Kalro, James Law, Kevin Lee, Jason Lu, Pieter Noordhuis, Misha Smelyanskiy, Liang Xiong, Xiaodong Wang:
Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective. HPCA 2018: 620-629 - [c19]Yun Yin, Liang Xiong, Yiting Zhu, Bowen Chen, Hao Min, Hongtao Xu:
A compact dual-band digital doherty power amplifier using parallel-combining transformer for cellular NB-IoT applications. ISSCC 2018: 408-410 - 2017
- [c18]Liang Xiong, Guanglei Lv, Guangpei Cong, Fengqi He, Shi He, Yunjiang Sun:
A Study on Online Corrosion Risk Perception Technology for Process Industry Safety IoTs Based on Demands of Assets Integrity Management. IoTaaS 2017: 155-169 - [c17]Jianting Fu, Liang Xiong, Xiaoying Song, Zhuo Yan, Yi Xie:
Identification of finger movements from forearm surface EMG using an augmented probabilistic neural network. SII 2017: 547-552 - 2015
- [c16]Yi Xie, Linfei Xiong, Yizhi Shi, Liang Xiong, Rahman Davoodi, Yao Li:
Development of stereo vision and master-slave controller for a compact surgical robot system. ROBIO 2015: 403-407 - 2014
- [c15]Liang Xiong, Jeff G. Schneider:
Learning from Point Sets with Observational Bias. UAI 2014: 898-906 - 2013
- [c14]Liang Xiong, Barnabás Póczos, Jeff G. Schneider:
Efficient Learning on Point Sets. ICDM 2013: 847-856 - 2012
- [c13]Barnabás Póczos, Liang Xiong, Danica J. Sutherland, Jeff G. Schneider:
Nonparametric kernel estimators for image classification. CVPR 2012: 2989-2996 - 2011
- [c12]Shumei Li, Xiaoting Luo, Sisi Li, Liang Xiong, Minghua Dong:
Effect of hesperidin extraction on the bone marrow polychromatophilic erythroblast micronucleus of exercise fatigue. BMEI 2011: 1420-1423 - [c11]Xiaoting Luo, Shumei Li, Sisi Li, Liang Xiong, Minghua Dong:
Relationship between protective effect of hesperidin extraction on exercise fatigue and antioxidation. BMEI 2011: 1436-1439 - [c10]Liang Xiong, Xi Chen, Jeff G. Schneider:
Direct Robust Matrix Factorizatoin for Anomaly Detection. ICDM 2011: 844-853 - [c9]Liang Xiong, Barnabás Póczos, Jeff G. Schneider:
Group Anomaly Detection using Flexible Genre Models. NIPS 2011: 1071-1079 - [c8]Barnabás Póczos, Liang Xiong, Jeff G. Schneider:
Nonparametric Divergence Estimation with Applications to Machine Learning on Distributions. UAI 2011: 599-608 - [c7]Liang Xiong, Barnabás Póczos, Jeff G. Schneider, Andrew J. Connolly, Jake VanderPlas:
Hierarchical Probabilistic Models for Group Anomaly Detection. AISTATS 2011: 789-797 - 2010
- [c6]Liang Xiong, Xi Chen, Tzu-Kuo Huang, Jeff G. Schneider, Jaime G. Carbonell:
Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization. SDM 2010: 211-222 - 2008
- [c5]Yi Tang, Wei-Ming Liu, Liang Xiong:
Improving Robustness and Accuracy in Moving Object Detection Using Section-Distribution Background Model. ICNC (6) 2008: 167-174 - 2007
- [c4]Liang Xiong, Jianguo Li, Changshui Zhang:
Discriminant Additive Tangent Spaces for Object Recognition. CVPR 2007 - [c3]Liang Xiong, Fei Wang, Changshui Zhang:
Semi-definite Manifold Alignment. ECML 2007: 773-781 - [c2]Liang Xiong, Fei Wang, Changshui Zhang:
Multilevel Belief Propagation for Fast Inference on Markov Random Fields. ICDM 2007: 371-380 - 2006
- [c1]Liang Xiong, Quan Zhang:
Analysis and Processing on the Composing of Noun Conglomeration Combination. PACLIC 2006
Reference Works
- 2009
- [r1]Liang Xiong:
Guide Manifold Alignment by Relative Comparisons. Encyclopedia of Data Warehousing and Mining 2009: 957-963
Informal and Other Publications
- 2024
- [i10]Liang Xiong, Jianzhou Liu:
Tensor-generated matrices and tensor H-eigenvalues distribution. CoRR abs/2410.18592 (2024) - 2023
- [i9]Wei Wen, Kuang-Hung Liu, Igor Fedorov, Xin Zhang, Hang Yin, Weiwei Chu, Kaveh Hassani, Mengying Sun, Jiang Liu, Xu Wang, Lin Jiang, Yuxin Chen, Buyun Zhang, Xi Liu, Dehua Cheng, Zhengxing Chen, Guang Zhao, Fangqiu Han, Jiyan Yang, Yuchen Hao, Liang Xiong, Wen-Yen Chen:
Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale. CoRR abs/2311.08430 (2023) - 2022
- [i8]Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen:
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. CoRR abs/2207.07187 (2022) - 2021
- [i7]Xinshi Chen, Yan Zhu, Haowen Xu, Mengyang Liu, Liang Xiong, Muhan Zhang, Le Song:
Efficient Dynamic Graph Representation Learning at Scale. CoRR abs/2112.07768 (2021) - 2020
- [i6]Qinqing Zheng, Bor-Yiing Su, Jiyan Yang, Alisson G. Azzolini, Qiang Wu, Ou Jin, Shri Karandikar, Hagay Lupesko, Liang Xiong, Eric Zhou:
ShadowSync: Performing Synchronization in the Background for Highly Scalable Distributed Training. CoRR abs/2003.03477 (2020) - [i5]Tigran Ishkhanov, Maxim Naumov, Xianjie Chen, Yan Zhu, Yuan Zhong, Alisson Gusatti Azzolini, Chonglin Sun, Frank Jiang, Andrey Malevich, Liang Xiong:
Time-based Sequence Model for Personalization and Recommendation Systems. CoRR abs/2008.11922 (2020) - 2019
- [i4]Maxim Naumov, Dheevatsa Mudigere, Hao-Jun Michael Shi, Jianyu Huang, Narayanan Sundaraman, Jongsoo Park, Xiaodong Wang, Udit Gupta, Carole-Jean Wu, Alisson G. Azzolini, Dmytro Dzhulgakov, Andrey Mallevich, Ilia Cherniavskii, Yinghai Lu, Raghuraman Krishnamoorthi, Ansha Yu, Volodymyr Kondratenko, Stephanie Pereira, Xianjie Chen, Wenlin Chen, Vijay Rao, Bill Jia, Liang Xiong, Misha Smelyanskiy:
Deep Learning Recommendation Model for Personalization and Recommendation Systems. CoRR abs/1906.00091 (2019) - [i3]Udit Gupta, Xiaodong Wang, Maxim Naumov, Carole-Jean Wu, Brandon Reagen, David Brooks, Bradford Cottel, Kim M. Hazelwood, Bill Jia, Hsien-Hsin S. Lee, Andrey Malevich, Dheevatsa Mudigere, Mikhail Smelyanskiy, Liang Xiong, Xuan Zhang:
The Architectural Implications of Facebook's DNN-based Personalized Recommendation. CoRR abs/1906.03109 (2019) - 2012
- [i2]Barnabás Póczos, Liang Xiong, Danica J. Sutherland, Jeff G. Schneider:
Support Distribution Machines. CoRR abs/1202.0302 (2012) - [i1]Barnabás Póczos, Liang Xiong, Jeff G. Schneider:
Nonparametric Divergence Estimation with Applications to Machine Learning on Distributions. CoRR abs/1202.3758 (2012)
Coauthor Index
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