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Journal Articles
- 2024
[j41]Rongzhi Mao, Liangxu Xie
, Xiaohua Lu, Jialu Pei, Xiaojun Xu, Shan Chang:
Harnessing Multiple Level Features to Improve Segmentation Performance of Deep Neural Network: A Case Study in Magnetic Resonance Imaging of Nasopharyngeal Cancer. IEEE Access 12: 82469-82481 (2024)- [j40]Xiaojun Xu, Shengyang Lu, Yue Jiang, Jianwen Liu, Lei Zhang:
Driving strategy of unmanned ground vehicle under split-docking road conditions based on improved EKF and PID-modified SMC. Adv. Eng. Informatics 62: 102830 (2024) - [j39]Xiaojun Xu, Guanghui Cheng:
Study on the Realization of Information Rights of University Library Users from the Perspective of Smart Service Quality Evaluation. Coll. Res. Libr. 85(6) (2024) - [j38]Yachao Si, Jiajie Gao, Mingzhan Zhao, Xiaojun Xu:
Research on the algorithm of detecting insulators in high-voltage transmission lines using UAV images. Signal Image Video Process. 18(S1): S395-S406 (2024) - [j37]Ru Yu, Xiaoli Wang, Xiaojun Xu, Zhiwen Zhang:
Research on Forecasting Sales of Pure Electric Vehicles in China Based on the Seasonal Autoregressive Integrated Moving Average-Gray Relational Analysis-Support Vector Regression Model. Syst. 12(11): 486 (2024) - [j36]Mingxing Chen, Yiqing Wang, Yuting Shi, Jie Feng, Ruimin Feng, Xiaojun Guan, Xiaojun Xu, Yuyao Zhang, Cheng Jin, Hongjiang Wei:
Brain Age Prediction Based on Quantitative Susceptibility Mapping Using the Segmentation Transformer. IEEE J. Biomed. Health Informatics 28(2): 1012-1021 (2024) - 2023
- [j35]Jingjing Hu, Xiaojun Xu, Jin Hao, Xiuqi Yang, Kefan Qiu, Yuanzhang Li:
Microservice combination optimisation based on improved gray wolf algorithm. Connect. Sci. 35(1) (2023) - [j34]Lulu Hu, Xiaojun Xu, Juzhong Wang, Huaixing Xu:
Individual tree crown width detection from unmanned aerial vehicle images using a revised local transect method. Ecol. Informatics 75: 102086 (2023) - [j33]Bailin Xie, Yu Wang, Guogui Wen, Xiaojun Xu:
Application-Layer DDoS Attack Detection Using Explicit Duration Recurrent Network-Based Application-Layer Protocol Communication Models. Int. J. Intell. Syst. 2023: 1-13 (2023) - [j32]Yuanjiang Tang, Xiaojun Xu, Lei Zhang, Guanpeng Chen, Kai Luo, Lihao Yan:
Structure Design and Configuration Optimization of the Reconfigurable Deformed Tracked Wheel based on Terramechanics Characteristics. J. Intell. Robotic Syst. 108(1): 7 (2023) - [j31]Kai Liu, Xufeng Lu, Hang Shi, Xiaojun Xu, Ren Kong, Shan Chang:
nCoVDock2: a docking server to predict the binding modes between COVID-19 targets and its potential ligands. Nucleic Acids Res. 51(W1): 365-371 (2023) - [j30]Zhengye Cao, Chenqing Wu, Hui Hong, Peiyu Huang, Cheng Zhou, Xiaojun Guan, Haoting Wu, Xiaojie Duanmu, Xiaojun Xu, Minming Zhang:
Predictability of inter-regional cerebral perfusion similarity on dopamine responsiveness and the moderation role of cognition in PD patients. NeuroImage 279: 120305 (2023) - [j29]Shengyang Lu, Xiaojun Xu, Wenhao Wang:
Coupling dynamic model of vehicle-wheel-ground for all-terrain distributed driving unmanned ground vehicle. Simul. Model. Pract. Theory 128: 102817 (2023) - [j28]Mingzhan Zhao, Weipeng Zheng, Yingli Lv, Chunmei Du, Zhiliang Wang, Xiaojun Xu:
High-order nonnegative blind source separation based on edge features. Signal Image Video Process. 17(8): 4163-4170 (2023) - [j27]Zhenguang Liu, Peng Qian, Jiaxu Yang, Lingfeng Liu, Xiaojun Xu, Qinming He, Xiaosong Zhang:
Rethinking Smart Contract Fuzzing: Fuzzing With Invocation Ordering and Important Branch Revisiting. IEEE Trans. Inf. Forensics Secur. 18: 1237-1251 (2023) - 2022
- [j26]Xiaojun Guan, Tao Guo, Cheng Zhou, Jingjing Wu, Qingze Zeng, Kaicheng Li, Xiao Luo, Xueqin Bai, Haoting Wu, Ting Gao, Luyan Gu, Xiaocao Liu, Zhengye Cao, Jiaqi Wen, Jingwen Chen, Hongjiang Wei, Yuyao Zhang, Chunlei Liu, Zhe Song, Yaping Yan, Jiali Pu, Baorong Zhang, Xiaojun Xu, Minming Zhang:
Altered brain iron depositions from aging to Parkinson's disease and Alzheimer's disease: A quantitative susceptibility mapping study. NeuroImage 264: 119683 (2022) - [j25]Huaixing Xu, Juzhong Wang, Yiling Qu, Lulu Hu, Yan Tang, Zhongsheng Zhou, Xiaojun Xu, Yufeng Zhou:
Estimating Leaf Chlorophyll Content of Moso Bamboo Based on Unmanned Aerial Vehicle Visible Images. Remote. Sens. 14(12): 2864 (2022) - [j24]Wunan Li, Yu Cao, Wenjing Zhang, Yu Ning, Xiaojun Xu:
Cloud Detection Method Based on All-Sky Polarization Imaging. Sensors 22(16): 6162 (2022) - 2021
- [j23]Yan Tang, Xiaojun Xu, Zhongsheng Zhou, Yiling Qu, Yue Sun:
Estimating global maximum gross primary productivity of vegetation based on the combination of MODIS greenness and temperature data. Ecol. Informatics 63: 101307 (2021) - [j22]Lu Hou, Xiaojun Xu, Kan Zheng, Xianbin Wang:
An Intelligent Transaction Migration Scheme for RAFT-Based Private Blockchain in Internet of Things Applications. IEEE Commun. Lett. 25(8): 2753-2757 (2021) - [j21]Long Wu, Xiaojun Xu, Juqiang Feng, Kaifeng Huang:
Designing a high-speed light emitting diode driver circuit for visible light communications. Int. J. Embed. Syst. 14(1): 19-26 (2021) - [j20]Xiaojun Xu, Zhong Tang, Xijia He, Haixuan Wang, Anil Sharma:
An Intelligent Information Management System for Retinal Image Storage and Recognition in Chronic Disease using Digital Signal and Image Processing. Informatica (Slovenia) 45(5) (2021) - [j19]Lu Hou, Kan Zheng, Zhiming Liu, Xiaojun Xu, Tao Wu:
Design and Prototype Implementation of a Blockchain-Enabled LoRa System With Edge Computing. IEEE Internet Things J. 8(4): 2419-2430 (2021) - [j18]Xiaojun Xu, Yan Tang, Yiling Qu, Zhongsheng Zhou, Junguo Hu:
Global Vegetation Photosynthetic Phenology Products Based on MODIS Vegetation Greenness and Temperature: Modeling and Evaluation. Remote. Sens. 13(24): 5080 (2021) - 2020
- [j17]Chengliang Sun, Xiaojun Xu, Wenhao Wang, Haijun Xu:
Influence on Stern Flaps in Resistance Performance of a Caterpillar Track Amphibious Vehicle. IEEE Access 8: 123828-123840 (2020) - [j16]Caiming Zhang, Xiaojun Xu, Hong Chen:
Theoretical foundations and applications of cyber-physical systems: a literature review. Libr. Hi Tech 38(1): 95-104 (2020) - [j15]Faliang Zhou, Xiaojun Xu, Haijun Xu, Yukang Chang, Qi Wang, Jinzhou Chen:
Implementation of a Reconfigurable Robot to Achieve Multimodal Locomotion Based on Three Rules of Configuration. Robotica 38(8): 1478-1494 (2020) - 2019
- [j14]Wenhao Wang, Haijun Xu, Xiaojun Xu, Faliang Zhou:
Enhancing the Passing Ability of Unmanned Vehicles Using a Variable-Wheelbase Driving System. IEEE Access 7: 115871-115885 (2019) - [j13]Olivier Harismendy, Jihoon Kim, Xiaojun Xu, Lucila Ohno-Machado:
Evaluating and sharing global genetic ancestry in biomedical datasets. J. Am. Medical Informatics Assoc. 26(5): 457-461 (2019) - [j12]Xiaojun Xu, Shuliang Wang, Ying Li:
Identification and predication of network attack patterns in software-defined networking. Peer-to-Peer Netw. Appl. 12(2): 337-347 (2019) - [j11]Luqi Xing, Xuejian Li, Huaqiang Du, Guomo Zhou, Fangjie Mao, Tengyan Liu, Junlong Zheng, Luofan Dong, Meng Zhang, Ning Han, Xiaojun Xu, Weiliang Fan, Dien Zhu:
Assimilating Multiresolution Leaf Area Index of Moso Bamboo Forest from MODIS Time Series Data Based on a Hierarchical Bayesian Network Algorithm. Remote. Sens. 11(1): 56 (2019) - 2018
- [j10]Ying Li, Xiaojun Xu, Jianbo Li:
High-Dimensional Sparse Graph Estimation by Integrating DTW-D Into Bayesian Gaussian Graphical Models. IEEE Access 6: 34279-34287 (2018) - [j9]Weiliang Fan, Jing Li, Qinhuo Liu, Qian Zhang, Gaifei Yin, Ainong Li, Yelu Zeng, Baodong Xu, Xiaojun Xu, Guomo Zhou, Huaqiang Du:
Topographic Correction of Forest Image Data Based on the Canopy Reflectance Model for Sloping Terrains in Multiple Forward Mode. Remote. Sens. 10(5): 717 (2018) - [j8]Huaqiang Du, Fangjie Mao, Xuejian Li, Guomo Zhou, Xiaojun Xu, Ning Han, Shaobo Sun, Guolong Gao, Lu Cui, Yangguang Li, Dien Zhu, Yuli Liu, Liang Chen, Weiliang Fan, Pingheng Li, Yongjun Shi, Yufeng Zhou:
Mapping Global Bamboo Forest Distribution Using Multisource Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(5): 1458-1471 (2018) - [j7]Huaqiang Du, Fangjie Mao, Guomo Zhou, Xuejian Li, Xiaojun Xu, Hongli Ge, Lu Cui, Yuli Liu, Dien Zhu, Yangguang Li:
Estimating and Analyzing the Spatiotemporal Pattern of Aboveground Carbon in Bamboo Forest by Combining Remote Sensing Data and Improved BIOME-BGC Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(7): 2282-2295 (2018) - 2017
- [j6]Fangjie Mao, Xuejian Li, Huaqiang Du, Guomo Zhou, Ning Han, Xiaojun Xu, Yuli Liu, Liang Chen, Lu Cui:
Comparison of Two Data Assimilation Methods for Improving MODIS LAI Time Series for Bamboo Forests. Remote. Sens. 9(5): 401 (2017) - 2016
- [j5]Xiaojun Xu, Hong Thai, Kathryn M. Kitrinos, Guo-liang Xia, Anuj Gaggar, Matthew Paulson, Lilia Ganova-Raeva, Yury Khudyakov, James Lara:
Modeling the functional state of the reverse transcriptase of hepatitis B virus and its application to probing drug-protein interaction. BMC Bioinform. 17(S-8): 280 (2016) - [j4]Xiaojun Xu, Youren Wang, Shuai Chen:
Medical image fusion using discrete fractional wavelet transform. Biomed. Signal Process. Control. 27: 103-111 (2016) - [j3]Xiaojun Xu, Wu He, Ping Yin, Xiaobo Xu, Yuting Wang, Haitao Zhang:
Business network information ecological chain: A new tool for building ecological business environment in IoT era. Internet Res. 26(2): 446-459 (2016) - 2011
- [j2]Huaqiang Du, Weiliang Fan, Guomo Zhou, Xiaojun Xu, Hongli Ge, Yongjun Shi, Yufeng Zhou, Ruirui Cui, Yulong Lu:
Retrieval of Canopy Closure and LAI of Moso Bamboo Forest Using Spectral Mixture Analysis Based on Real Scenario Simulation. IEEE Trans. Geosci. Remote. Sens. 49(11): 4328-4340 (2011) - 2008
- [j1]Xiaojun Xu, Qidong Wang, Minming Zhang:
Age, gender, and hemispheric differences in iron deposition in the human brain: An in vivo MRI study. NeuroImage 40(1): 35-42 (2008)
Conference and Workshop Papers
- 2024
- [c40]Dinuka Sahabandu, Xiaojun Xu, Arezoo Rajabi, Luyao Niu, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran:
POSTER: Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors. AsiaCCS 2024 - [c39]Andy Zhou, Xiaojun Xu, Ramesh Raghunathan, Alok Lal, Xinze Guan, Bin Yu, Bo Li:
KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data. CCS 2024: 168-182 - [c38]Qinbin Li, Chulin Xie, Xiaojun Xu, Xiaoyuan Liu, Ce Zhang, Bo Li, Bingsheng He, Dawn Song:
Effective and Efficient Federated Tree Learning on Hybrid Data. ICLR 2024 - [c37]Xiuqi Yang, Xiaojun Xu, Zhuofan Xu, Jing Chu, Jingjing Hu:
DiffGCL: Diffusion model-based Graph Contrastive Learning for Service Recommendation. ICWS 2024: 310-319 - [c36]Xiaojun Xu, Chenghao Cai, Xiuqi Yang, Zhuofan Xu, Jingjing Hu, Jing Sun:
A Service-oriented Scheduling Combination Strategy on Cloud Platforms Based on A Dual-Layer QoS Evaluation Model. Internetware 2024 - [c35]Shuyang Lai, Xuanyu Tian, Qing Wu, Chenhe Du, Xiaojun Xu, Hongjiang Wei, Xiaojun Guan, Yuyao Zhang:
Reconstructing Knee CT Volumes from Biplanar X-Rays Via Self-Supervised Neural Field. ISBI 2024: 1-5 - 2023
- [c34]Xiaojun Xu, Hanzhang Wang, Alok Lal, Carl A. Gunter, Bo Li:
EDoG: Adversarial Edge Detection For Graph Neural Networks. SaTML 2023: 291-305 - [c33]Maurice Weber, Xiaojun Xu, Bojan Karlas, Ce Zhang, Bo Li:
RAB: Provable Robustness Against Backdoor Attacks. SP 2023: 1311-1328 - [c32]Xiaojun Xu, Qingying Hao, Zhuolin Yang, Bo Li, David M. Liebovitz, Gang Wang, Carl A. Gunter:
How to Cover up Anomalous Accesses to Electronic Health Records. USENIX Security Symposium 2023: 229-246 - 2022
- [c31]Yuanjiang Tang, Xiaojun Xu, Lei Zhang, Haijun Xu, Kai Luo, Yue Jiang, Guanpeng Chen:
Modeling and Analysis of Contact Stress of Opposed Piston Cam Engine Power Transmission Mechanism. AIM 2022: 569-575 - [c30]Zhuolin Yang, Linyi Li, Xiaojun Xu, Bhavya Kailkhura, Tao Xie, Bo Li:
On the Certified Robustness for Ensemble Models and Beyond. ICLR 2022 - [c29]Xiaojun Xu, Jacky Y. Zhang, Evelyn Ma, Hyun Ho Son, Sanmi Koyejo, Bo Li:
Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization. ICML 2022: 24770-24802 - [c28]Xiaojun Xu, Linyi Li, Bo Li:
LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness. NeurIPS 2022 - [c27]Bolong Liu, Xiaojun Xu, Dibo Pan:
Frog Plunge-diving of Deformable Amphibious Robot. ROBIO 2022: 2342-2347 - 2021
- [c26]Huichen Li, Linyi Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li:
Nonlinear Projection Based Gradient Estimation for Query Efficient Blackbox Attacks. AISTATS 2021: 3142-3150 - [c25]Scott Phillips, Xiaojun Xu, Paulina Paul, Wenhong Zhu, Mike Hogarth, Olivier Harismendy:
Integrating Molecular and Clinical Data for Real World Evidence Research in Precision Oncology. AMIA 2021 - [c24]Linyi Li, Maurice Weber, Xiaojun Xu, Luka Rimanic, Bhavya Kailkhura, Tao Xie, Ce Zhang, Bo Li:
TSS: Transformation-Specific Smoothing for Robustness Certification. CCS 2021: 535-557 - [c23]Yonghang Guan, Xiaojun Guan, Jingjing Xu, Hongjiang Wei, Xiaojun Xu, Yuyao Zhang:
DeepQSMSeg: A Deep Learning-based Sub-cortical Nucleus Segmentation Tool for Quantitative Susceptibility Mapping. EMBC 2021: 3676-3679 - [c22]Mantas Mazeika, Dan Hendrycks, Huichen Li, Xiaojun Xu, Sidney Q. Hough, Andy Zou, Arezoo Rajabi, Qi Yao, Zihao Wang, Jian Tian, Yao Tang, Di Tang, Roman Smirnov, Pavel Pleskov, Nikita Benkovich, Dawn Song, Radha Poovendran, Bo Li, David A. Forsyth:
The Trojan Detection Challenge. NeurIPS (Competition and Demos) 2021: 279-291 - [c21]Zhuolin Yang, Linyi Li, Xiaojun Xu, Shiliang Zuo, Qian Chen, Pan Zhou, Benjamin I. P. Rubinstein, Ce Zhang, Bo Li:
TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness. NeurIPS 2021: 17642-17655 - [c20]Xiaojun Xu, Qi Wang, Huichen Li, Nikita Borisov, Carl A. Gunter, Bo Li:
Detecting AI Trojans Using Meta Neural Analysis. SP 2021: 103-120 - 2020
- [c19]Yuanjiang Tang, Xiaojun Xu, Lei Zhang, Haijun Xu:
Cam Profile optimization of New Opposed Cam Engine Based on AHP Method*. AIM 2020: 389-396 - [c18]Huichen Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li:
QEBA: Query-Efficient Boundary-Based Blackbox Attack. CVPR 2020: 1218-1227 - 2019
- [c17]Xiang Zhang, Faliang Zhou, Xiaojun Xu, Tengan Zou, Hu Chen:
Configuration Design and Analysis of a Multimodal Wheel with Deformable Rim*. AIM 2019: 772-777 - [c16]Yuanjiang Tang, Xiaojun Xu, Haijun Xu, Lei Zhang:
Modeling Analysis of Coupling Relationship between Combustion Exotherm of Cam Engine and Cam Profile*. AIM 2019: 1274-1280 - [c15]Wenhao Hao, Xiaojun Xu, Haijun Xu, Faliang Zhou:
Enhancing the Obstacle-crossing Performance of All-Terrain Vehicle Based on Variable-wheelbase Chassis *. AIM 2019: 1329-1334 - 2018
- [c14]Rui Luo, Weinan Zhang, Xiaojun Xu, Jun Wang:
A Neural Stochastic Volatility Model. AAAI 2018: 6401-6408 - [c13]Faliang Zhou, Xiaojun Xu, Haijun Xu, Xiang Zhang:
Comparison Analysis of A Transformable Wheel. AIM 2018: 421-426 - [c12]Zechao Han, Xaijun Xu, Xiaojun Xu, Xiang Zhang:
Conceptual Design of a Wheel-Track Hybrid Mobile Robot. AIM 2018: 664-669 - [c11]Xiaojun Xu, Xinyun Chen, Chang Liu, Anna Rohrbach, Trevor Darrell, Dawn Song:
Fooling Vision and Language Models Despite Localization and Attention Mechanism. CVPR 2018: 4951-4961 - [c10]Huichen Li, Xiaojun Xu, Chang Liu, Teng Ren, Kun Wu, Xuezhi Cao, Weinan Zhang, Yong Yu, Dawn Song:
A Machine Learning Approach to Prevent Malicious Calls over Telephony Networks. IEEE Symposium on Security and Privacy 2018: 53-69 - 2017
- [c9]Xiaojun Xu, Chang Liu, Qian Feng, Heng Yin, Le Song, Dawn Song:
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection. CCS 2017: 363-376 - [c8]Jingling Zhao, Tianyi Wang, Xiaojun Xu, Yu Yang:
Personalized LBSN Recommendation System. ICMSS 2017: 119-123 - [c7]Xiaojun Xu, Qing Liao, Jingling Zhao:
An energy aware and load balancing routing protocol for mobile ad hoc networks. ICTCE 2017: 1-5 - [c6]Faliang Zhou, Xiaojun Xu, Haijun Xu, Xiang Zhang:
A multimodal hybrid robot with transformable wheels. RCAR 2017: 139-144 - 2016
- [c5]Tianyi Li, Ming Yang, Xiaojun Xu, Xiang Zhou, Chunxiang Wang:
A Lane Change Detection and Filtering Approach for Precise Longitudinal Position of On-Road Vehicles. IAS 2016: 897-907 - 2012
- [c4]Xiaojun Xu, Yingli Lv, Honggang Zhang:
Research of image retrieval based on SIFT feature. ICDIP 2012: 83340X - 2010
- [c3]Xiaojun Xu, Xiujuan Lei:
Multiple Sequence Alignment Based on ABC_SA. AICI (2) 2010: 98-105 - [c2]Xiujuan Lei, Jingjing Sun, Xiaojun Xu, Ling Guo:
Artificial bee colony algorithm for solving multiple sequence alignment. BIC-TA 2010: 337-342 - [c1]Yudong Cao, Honggang Zhang, Yanyan Gao, Xiaojun Xu, Jun Guo:
Matching Image with Multiple Local Features. ICPR 2010: 519-522
Informal and Other Publications
- 2024
- [i27]Dinuka Sahabandu, Xiaojun Xu, Arezoo Rajabi, Luyao Niu, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran:
Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors. CoRR abs/2402.08695 (2024) - [i26]Sijia Liu, Yuanshun Yao, Jinghan Jia, Stephen Casper, Nathalie Baracaldo, Peter Hase, Xiaojun Xu, Yuguang Yao, Hang Li, Kush R. Varshney, Mohit Bansal, Sanmi Koyejo, Yang Liu:
Rethinking Machine Unlearning for Large Language Models. CoRR abs/2402.08787 (2024) - [i25]Xiaojun Xu, Yuanshun Yao, Yang Liu:
Learning to Watermark LLM-generated Text via Reinforcement Learning. CoRR abs/2403.10553 (2024) - [i24]Rui Zheng, Hongyi Guo, Zhihan Liu, Xiaoying Zhang, Yuanshun Yao, Xiaojun Xu, Zhaoran Wang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Hang Li, Yang Liu:
Toward Optimal LLM Alignments Using Two-Player Games. CoRR abs/2406.10977 (2024) - [i23]Andy Zhou, Xiaojun Xu, Ramesh Raghunathan, Alok Lal, Xinze Guan, Bin Yu, Bo Li:
KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data. CoRR abs/2410.08390 (2024) - 2023
- [i22]Zhenguang Liu, Peng Qian, Jiaxu Yang, Lingfeng Liu, Xiaojun Xu, Qinming He, Xiaosong Zhang:
Rethinking Smart Contract Fuzzing: Fuzzing With Invocation Ordering and Important Branch Revisiting. CoRR abs/2301.03943 (2023) - [i21]Yuanshun Yao, Xiaojun Xu, Yang Liu:
Large Language Model Unlearning. CoRR abs/2310.10683 (2023) - [i20]Qinbin Li, Chulin Xie, Xiaojun Xu, Xiaoyuan Liu, Ce Zhang, Bo Li, Bingsheng He, Dawn Song:
Effective and Efficient Federated Tree Learning on Hybrid Data. CoRR abs/2310.11865 (2023) - [i19]Xiaohua Lu, Liangxu Xie, Lei Xu, Rongzhi Mao, Shan Chang, Xiaojun Xu:
Integrating Chemical Language and Molecular Graph in Multimodal Fused Deep Learning for Drug Property Prediction. CoRR abs/2312.17495 (2023) - 2022
- [i18]Xiaojun Xu, Jacky Yibo Zhang, Evelyn Ma, Danny Son, Oluwasanmi Koyejo, Bo Li:
Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization. CoRR abs/2202.01832 (2022) - [i17]Xiaoyuan Liu, Tianneng Shi, Chulin Xie, Qinbin Li, Kangping Hu, Haoyu Kim, Xiaojun Xu, Bo Li, Dawn Song:
UniFed: A Benchmark for Federated Learning Frameworks. CoRR abs/2207.10308 (2022) - [i16]Xiaojun Xu, Linyi Li, Bo Li:
LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness. CoRR abs/2210.11620 (2022) - [i15]Xiaojun Xu, Yue Yu, Hanzhang Wang, Alok Lal, Carl A. Gunter, Bo Li:
EDoG: Adversarial Edge Detection For Graph Neural Networks. CoRR abs/2212.13607 (2022) - 2021
- [i14]Huichen Li, Linyi Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li:
Nonlinear Projection Based Gradient Estimation for Query Efficient Blackbox Attacks. CoRR abs/2102.13184 (2021) - [i13]Zhuolin Yang, Linyi Li, Xiaojun Xu, Shiliang Zuo, Qian Chen, Benjamin I. P. Rubinstein, Ce Zhang, Bo Li:
TRS: Transferability Reduced Ensemble via Encouraging Gradient Diversity and Model Smoothness. CoRR abs/2104.00671 (2021) - [i12]Lu Hou, Kan Zheng, Zhiming Liu, Xiaojun Xu:
Design and Prototype Implementation of a Blockchain-Enabled LoRa System With Edge Computing. CoRR abs/2105.10103 (2021) - [i11]Lu Hou, Xiaojun Xu, Kan Zheng, Xianbin Wang:
An Intelligent Transaction Migration Scheme for RAFT-based Private Blockchain in Internet of Things Applications. CoRR abs/2105.10107 (2021) - [i10]Zhuolin Yang, Linyi Li, Xiaojun Xu, Bhavya Kailkhura, Tao Xie, Bo Li:
On the Certified Robustness for Ensemble Models and Beyond. CoRR abs/2107.10873 (2021) - 2020
- [i9]Linyi Li, Maurice Weber, Xiaojun Xu, Luka Rimanic, Tao Xie, Ce Zhang, Bo Li:
Provable Robust Learning Based on Transformation-Specific Smoothing. CoRR abs/2002.12398 (2020) - [i8]Maurice Weber, Xiaojun Xu, Bojan Karlas, Ce Zhang, Bo Li:
RAB: Provable Robustness Against Backdoor Attacks. CoRR abs/2003.08904 (2020) - [i7]Huichen Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li:
QEBA: Query-Efficient Boundary-Based Blackbox Attack. CoRR abs/2005.14137 (2020) - 2019
- [i6]Xiaojun Xu, Qi Wang, Huichen Li, Nikita Borisov, Carl A. Gunter, Bo Li:
Detecting AI Trojans Using Meta Neural Analysis. CoRR abs/1910.03137 (2019) - 2018
- [i5]Huichen Li, Xiaojun Xu, Chang Liu, Teng Ren, Kun Wu, Xuezhi Cao, Weinan Zhang, Yong Yu, Dawn Song:
A Machine Learning Approach To Prevent Malicious Calls Over Telephony Networks. CoRR abs/1804.02566 (2018) - 2017
- [i4]Xiaojun Xu, Chang Liu, Qian Feng, Heng Yin, Le Song, Dawn Song:
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection. CoRR abs/1708.06525 (2017) - [i3]Xiaojun Xu, Xinyun Chen, Chang Liu, Anna Rohrbach, Trevor Darrell, Dawn Song:
Can you fool AI with adversarial examples on a visual Turing test? CoRR abs/1709.08693 (2017) - [i2]Xiaojun Xu, Chang Liu, Dawn Song:
SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning. CoRR abs/1711.04436 (2017) - [i1]Rui Luo, Weinan Zhang, Xiaojun Xu, Jun Wang:
A Neural Stochastic Volatility Model. CoRR abs/1712.00504 (2017)
Coauthor Index
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last updated on 2024-12-23 20:35 CET by the dblp team
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