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2025

ACL-QL: Adaptive Conservative Level in Q-Learning for Offline Reinforcement LearningKun Wu 0001, Yinuo Zhao, Zhiyuan Xu, Zhengping Che, Chengxiang Yin 0001, Chi Harold Liu, Feifei Feng, Jian Tang 0008. tnn, 36(6):11399-11413, June 2025. [doi]

Discrete Policy: Learning Disentangled Action Space for Multi-Task Robotic ManipulationKun Wu 0001, Yichen Zhu, Jinming Li, Junjie Wen, Ning Liu 0007, Zhiyuan Xu, Jian Tang 0008. icra 2025: 8811-8818 [doi]

Learning From Imperfect Demonstrations With Self-Supervision for Robotic ManipulationKun Wu 0001, Ning Liu 0007, Zhen Zhao, Di Qiu, Jinming Li, Zhengping Che, Zhiyuan Xu, Jian Tang 0008. icra 2025: 16899-16906 [doi]

Your Botnet Is His Botnet? A Deep Dive Into the Supply Chain Attack Against Cyber-Arm IndustryChaochao Luo, Jie Gan, Xinli Li, Zhuting Pan, Jian Tang 0008, Zhihong Tian. ton, 33(5):2319-2335, October 2025. [doi]

TinyVLA: Toward Fast, Data-Efficient Vision-Language-Action Models for Robotic ManipulationJunjie Wen, Yichen Zhu, Jinming Li, Minjie Zhu, Zhibin Tang, Kun Wu 0001, Zhiyuan Xu, Ning Liu 0007, Ran Cheng, Chaomin Shen 0001, Yaxin Peng, Feifei Feng, Jian Tang 0008. ral, 10(4):3988-3995, April 2025. [doi]

Efficient Training of Generalizable Visuomotor Policies via Control-Aware AugmentationYinuo Zhao, Kun Wu 0001, Tianjiao Yi, Zhiyuan Xu, Zhengping Che, Chi Harold Liu, Jian Tang 0008. ifaamas 2025: 2832-2834 [doi]

Scaling Diffusion Policy in Transformer to 1 Billion Parameters for Robotic ManipulationMinjie Zhu, Yichen Zhu, Jinming Li, Junjie Wen, Zhiyuan Xu, Ning Liu 0007, Ran Cheng, Chaomin Shen 0001, Yaxin Peng, Feifei Feng, Jian Tang 0008. icra 2025: 10838-10845 [doi]

2024

CATRO: Channel Pruning via Class-Aware Trace Ratio OptimizationWenzheng Hu, Zhengping Che, Ning Liu 0007, Mingyang Li, Jian Tang 0008, Changshui Zhang, Jianqiang Wang 0003. tnn, 35(8):11595-11607, August 2024. [doi]

RDFC-GAN: RGB-Depth Fusion CycleGAN for Indoor Depth CompletionHaowen Wang, Zhengping Che, Yufan Yang, Mingyuan Wang 0003, Zhiyuan Xu, Xiuquan Qiao, Mengshi Qi, Feifei Feng, Jian Tang 0008. pami, 46(11):7088-7101, November 2024. [doi]

Human Pose Transfer with Augmented Disentangled Feature ConsistencyKun Wu, Chengxiang Yin 0001, Zhengping Che, Bo Jiang, Jian Tang 0008, Zheng Guan, Gangyi Ding. tist, 15(1), February 2024. [doi]

Indoor Periodic Fingerprint Collections by Vehicular Crowdsensing via Primal-Dual Multi-Agent Deep Reinforcement LearningHaoming Yang, Qiran Zhao, Hao Wang 0193, Chi Harold Liu, Guozheng Li 0002, Guoren Wang, Jian Tang 0008, Dapeng Oliver Wu. jsac, 42(10):2625-2641, October 2024. [doi]

QoI-Aware Mobile Crowdsensing for Metaverse by Multi-Agent Deep Reinforcement LearningYuxiao Ye, Hao Wang, Chi Harold Liu, Zipeng Dai, Guozheng Li 0002, Guoren Wang, Jian Tang 0008. jsac, 42(3):783-798, March 2024. [doi]

Generalization error for portable rewards in transfer imitation learningYirui Zhou, Lei Wang, Mengxiao Lu, Zhiyuan Xu, Jian Tang 0008, Yangchun Zhang, Yaxin Peng. kbs, 300:112230, 2024. [doi]

HiVAT: Improving QoE for Hybrid Video Streaming Service With Adaptive TranscodingYuanwei Zhu, Yakun Huang, Xiuquan Qiao, Jian Tang 0008, Xiang Su. tmc, 23(12):11209-11226, December 2024. [doi]

Retrieval-Augmented Embodied AgentsYichen Zhu, Zhicai Ou, Xiaofeng Mou, Jian Tang 0008. cvpr 2024: 17985-17995 [doi]

Any2Policy: Learning Visuomotor Policy with Any-ModalityYichen Zhu, Zhicai Ou, Feifei Feng, Jian Tang 0008. nips 2024: [doi]

2023

Energy-Efficient and Fair IoT Data Distribution in Decentralised Federated LearningJianxin Zhao 0001, Yanhao Feng, Xinyu Chang, Peng Xu, Shilin Li, Chi Harold Liu, Wenke Yu, Jian Tang 0008, Jon Crowcroft. tnse, 10(3):1352-1363, May - June 2023. [doi]

SRRNet: A Semantic Representation Refinement Network for Image SegmentationXiaofeng Ding 0003, Tieyong Zeng, Jian Tang 0008, Zhengping Che, Yaxin Peng. tmm, 25:5720-5732, 2023. [doi]

Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement LearningZipeng Dai, Chi Harold Liu, Rui Han 0001, Guoren Wang, Kin K. Leung, Jian Tang 0008. tmc, 22(4):2038-2052, April 2023. [doi]

DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator SearchYushuo Guan, Ning Liu 0007, Pengyu Zhao, Zhengping Che, Kaigui Bian, Yanzhi Wang, Jian Tang 0008. tnn, 34(12):9847-9858, December 2023. [doi]

An Integrated Cloud-Edge-Device Adaptive Deep Learning Service for Cross-Platform WebYakun Huang, Xiuquan Qiao, Jian Tang 0008, Pei Ren, Ling Liu 0001, Calton Pu, Junliang Chen. tmc, 22(4):1950-1967, April 2023. [doi]

AI-Enabled Experience-Driven Networking: Vision, State-of-the-Art and Future DirectionsYinan Tang, Tongtong Yuan, Zhiyuan Xu, Weiyi Zhang, Jian Tang 0008, Guoliang Xue, Yanzhi Wang. network, 37(3):60-66, May / June 2023. [doi]

CMG-Net: An End-to-End Contact-based Multi-Finger Dexterous Grasping NetworkMingze Wei, Yaomin Huang, Zhiyuan Xu, Ning Liu, Zhengping Che, Xinyu Zhang, Chaomin Shen, Feifei Feng, Chun Shan, Jian Tang 0008. icra 2023: 9125-9131 [doi]

A Co-Scheduling Framework for DNN Models on Mobile and Edge Devices With Heterogeneous HardwareZhiyuan Xu, Dejun Yang, Chengxiang Yin 0001, Jian Tang 0008, Yanzhi Wang, Guoliang Xue. tmc, 22(3):1275-1288, March 2023. [doi]

Exploring both Individuality and Cooperation for Air-Ground Spatial Crowdsourcing by Multi-Agent Deep Reinforcement LearningYuxiao Ye, Chi Harold Liu, Zipeng Dai, Jianxin Zhao 0001, Ye Yuan 0001, Guoren Wang, Jian Tang 0008. icde 2023: 205-217 [doi]

HiMacMic: Hierarchical Multi-Agent Deep Reinforcement Learning with Dynamic Asynchronous Macro StrategyHancheng Zhang, Guozheng Li 0002, Chi Harold Liu, Guoren Wang, Jian Tang 0008. kdd 2023: 3239-3248 [doi]

Distributional generative adversarial imitation learning with reproducing kernel generalizationYirui Zhou, Mengxiao Lu, Xiaowei Liu, Zhengping Che, Zhiyuan Xu, Jian Tang 0008, Yangchun Zhang, Yan Peng, Yaxin Peng. NN, 165:43-59, August 2023. [doi]

2022

Bridging the Gap Between Semantic Segmentation and Instance SegmentationChengxiang Yin 0001, Jian Tang 0008, Tongtong Yuan, Zhiyuan Xu, Yanzhi Wang. tmm, 24:4183-4196, 2022. [doi]

AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement LearningZipeng Dai, Chi Harold Liu, Yuxiao Ye, Rui Han 0001, Ye Yuan 0001, Guoren Wang, Jian Tang 0008. infocom 2022: 1029-1038 [doi]

Label-Guided Auxiliary Training Improves 3D Object DetectorYaomin Huang, Xinmei Liu, Yichen Zhu, Zhiyuan Xu, Chaomin Shen, Zhengping Che, Guixu Zhang, Yaxin Peng, Feifei Feng, Jian Tang 0008. eccv 2022: 684-700 [doi]

Sequence-to-Sequence Learning for Prediction of Soil Temperature and MoistureXiaojie Li, Jian Tang 0008, Chengxiang Yin 0001. lgrs, 19:1-5, 2022. [doi]

BLCR: Towards Real-time DNN Execution with Block-based Reweighted PruningXiaolong Ma, Geng Yuan, Zhengang Li, Yifan Gong 0004, Tianyun Zhang, Wei Niu, Zheng Zhan 0001, Pu Zhao, Ning Liu 0007, Jian Tang 0008, Xue Lin, Bin Ren, Yanzhi Wang. isqed 2022: 1-8 [doi]

Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric LearningYiwen Sun, Wenzheng Hu, Donghua Zhou, Baichuan Mo, Kun Fu 0002, Zhengping Che, Zheng Wang 0010, Shenhao Wang, Jinhua Zhao, Jieping Ye, Jian Tang 0008, Changshui Zhang. tits, 23(12):23231-23243, 2022. [doi]

An Anonymity Vulnerability in TorQingfeng Tan, Xuebin Wang, Wei Shi 0001, Jian Tang 0008, Zhihong Tian. ton, 30(6):2574-2587, 2022. [doi]

Robust Unsupervised Video Anomaly Detection by Multipath Frame PredictionXuanzhao Wang, Zhengping Che, Bo Jiang, Ning Xiao, Ke Yang, Jian Tang 0008, Jieping Ye, Jingyu Wang 0001, Qi Qi 0001. tnn, 33(6):2301-2312, 2022. [doi]

Privacy-Enhanced and Practical Truth Discovery in Two-Server Mobile CrowdsensingHaiqin Wu, Liangmin Wang, Ke Cheng, Dejun Yang, Jian Tang 0008, Guoliang Xue. tnse, 9(3):1740-1755, 2022. [doi]

ReCARL: Resource Allocation in Cloud RANs With Deep Reinforcement LearningZhiyuan Xu, Jian Tang 0008, Chengxiang Yin 0001, Yanzhi Wang, Guoliang Xue, Jing Wang 0075, Mustafa Cenk Gursoy. tmc, 21(7):2533-2545, 2022. [doi]

StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNsTianyun Zhang, Shaokai Ye, Xiaoyu Feng, Xiaolong Ma, Kaiqi Zhang, Zhengang Li, Jian Tang 0008, Sijia Liu 0001, Xue Lin, Yongpan Liu, Makan Fardad, Yanzhi Wang. tnn, 33(5):2259-2273, 2022. [doi]

CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-Based Autonomous Urban DrivingYinuo Zhao, Kun Wu, Zhiyuan Xu, Zhengping Che, Qi Lu, Jian Tang 0008, Chi Harold Liu. AAAI 2022: 3481-3489 [doi]

Generalization and Computation for Policy Classes of Generative Adversarial Imitation LearningYirui Zhou, Yangchun Zhang, Xiaowei Liu, Wanying Wang, Zhengping Che, Zhiyuan Xu, Jian Tang 0008, Yaxin Peng. ppsn 2022: 385-399 [doi]

Teach Less, Learn More: On the Undistillable Classes in Knowledge DistillationYichen Zhu, Ning Liu, Zhiyuan Xu, Xin Liu, Weibin Meng, Louis Wang, Zhicai Ou, Jian Tang 0008. nips 2022: [doi]

2021

SlimML: Removing Non-Critical Input Data in Large-Scale Iterative Machine LearningRui Han 0001, Chi Harold Liu, Shilin Li, Lydia Y. Chen, Guoren Wang, Jian Tang 0008, Jieping Ye. tkde, 33(5):2223-2236, 2021. [doi]

LegoDNN: block-grained scaling of deep neural networks for mobile visionRui Han 0001, Qinglong Zhang, Chi Harold Liu, Guoren Wang, Jian Tang 0008, Lydia Y. Chen. mobicom 2021: 406-419 [doi]

Hierarchical Graph Attention Network for Few-shot Visual-Semantic LearningChengxiang Yin 0001, Kun Wu, Zhengping Che, Bo Jiang, Zhiyuan Xu, Jian Tang 0008. iccv 2021: 2157-2166 [doi]

EXTRA: An Experience-driven Control Framework for Distributed Stream Data Processing with a Variable Number of ThreadsTeng Li, Zhiyuan Xu, Jian Tang 0008, Kun Wu, Yanzhi Wang. iwqos 2021: 1-11 [doi]

Multi-view Correlation based Black-box Adversarial Attack for 3D Object DetectionBingyu Liu, Yuhong Guo, Jianan Jiang, Jian Tang 0008, Weihong Deng. kdd 2021: 1036-1044 [doi]

Modeling Citywide Crowd Flows using Attentive Convolutional LSTMChi Harold Liu, Chengzhe Piao, Xiaoxin Ma, Ye Yuan, Jian Tang 0008, Guoren Wang, Kin K. Leung. icde 2021: 217-228 [doi]

Modeling User Interests With Online Social Network Influence by Memory Augmented Sequence LearningYu Wang, Chengzhe Piao, Chi Harold Liu, Chijin Zhou, Jian Tang 0008. tnse, 8(1):541-554, 2021. [doi]

An Actor-Critic-Based Transfer Learning Framework for Experience-Driven NetworkingZhiyuan Xu, Dejun Yang, Jian Tang 0008, Yinan Tang, Tongtong Yuan, Yanzhi Wang, Guoliang Xue. ton, 29(1):360-371, 2021. [doi]

PnP-DRL: A Plug-and-Play Deep Reinforcement Learning Approach for Experience-Driven NetworkingZhiyuan Xu, Kun Wu, Weiyi Zhang, Jian Tang 0008, Yanzhi Wang, Guoliang Xue. jsac, 39(8):2476-2486, 2021. [doi]

2020

Memory Augmented Deep Recurrent Neural Network for Video Question AnsweringChengxiang Yin 0001, Jian Tang 0008, Zhiyuan Xu, Yanzhi Wang. tnn, 31(9):3159-3167, 2020. [doi]

AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression RatesNing Liu 0007, Xiaolong Ma, Zhiyuan Xu, Yanzhi Wang, Jian Tang 0008, Jieping Ye. AAAI 2020: 4876-4883 [doi]

Introduction to the Special Section on Learning-Based Modeling, Management, and Control for Computer and Communication NetworksJian Tang 0008, Rong Zheng, Özgür B. Akan, Weiyi Zhang. tnse, 7(1):153-154, 2020. [doi]

Differentiable Feature Aggregation Search for Knowledge DistillationYushuo Guan, Pengyu Zhao, Bingxuan Wang, Yuanxing Zhang, Cong Yao, Kaigui Bian, Jian Tang 0008. eccv 2020: 469-484 [doi]

Distributed Energy-Efficient Multi-UAV Navigation for Long-Term Communication Coverage by Deep Reinforcement LearningChi Harold Liu, Xiaoxin Ma, Xudong Gao, Jian Tang 0008. tmc, 19(6):1274-1285, 2020. [doi]

Energy-Efficient UAV Crowdsensing with Multiple Charging Stations by Deep LearningChi Harold Liu, Chengzhe Piao, Jian Tang 0008. infocom 2020: 199-208 [doi]

Multi-Task-Oriented Vehicular Crowdsensing: A Deep Learning ApproachChi Harold Liu, Zipeng Dai, Haoming Yang, Jian Tang 0008. infocom 2020: 1123-1132 [doi]

PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile DevicesXiaolong Ma, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang 0008, Kaisheng Ma, Bin Ren, Yanzhi Wang. AAAI 2020: 5117-5124 [doi]

An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile DevicesXiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu 0001, Sheng Lin, Hongjia Li, Wujie Wen, Xiang Chen 0010, Jian Tang 0008, Kaisheng Ma, Bin Ren, Yanzhi Wang. eccv 2020: 629-645 [doi]

Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous ControlZhiyuan Xu, Kun Wu, Zhengping Che, Jian Tang 0008, Jieping Ye. nips 2020: [doi]

Robust resource provisioning in time-varying edge networksRuozhou Yu, Guoliang Xue, Yinxin Wan, Jian Tang 0008, Dejun Yang, Yusheng Ji. mobihoc 2020: 21-30 [doi]

Free Market of Multi-Leader Multi-Follower Mobile Crowdsensing: An Incentive Mechanism Design by Deep Reinforcement LearningYufeng Zhan, Chi Harold Liu, Yinuo Zhao, Jiang Zhang, Jian Tang 0008. tmc, 19(10):2316-2329, 2020. [doi]

Tradeoff Between Location Quality and Privacy in Crowdsensing: An Optimization PerspectiveYuhui Zhang, Ming Li 0044, Dejun Yang, Jian Tang 0008, Guoliang Xue, Jia Xu 0003. iotj, 7(4):3535-3544, 2020. [doi]

2019

Deep Reinforcement Learning with Applications in TransportationZhiwei (Tony) Qin, Jian Tang 0008, Jieping Ye. kdd 2019: 3201-3202 [doi]

HEIF: Highly Efficient Stochastic Computing-Based Inference Framework for Deep Neural NetworksZhe Li 0001, Ji Li 0006, Ao Ren, Ruizhe Cai, Caiwen Ding, Xuehai Qian, Jeffrey Draper, Bo Yuan 0001, Jian Tang 0008, Qinru Qiu, Yanzhi Wang. tcad, 38(8):1543-1556, 2019. [doi]

A Sybil-Resistant Truth Discovery Framework for Mobile CrowdsensingJian Lin 0003, Dejun Yang, Kun Wu, Jian Tang 0008, Guoliang Xue. icdcs 2019: 871-880 [doi]

Online Quality-Aware Incentive Mechanism for Mobile Crowd Sensing with Extra BonusHui Gao, Chi Harold Liu, Jian Tang 0008, Dejun Yang, Pan Hui, Wendong Wang. tmc, 18(11):2589-2603, 2019. [doi]

Social-Aware Sequential Modeling of User Interests: A Deep Learning ApproachChi Harold Liu, Jie Xu, Jian Tang 0008, Jon Crowcroft. tkde, 31(11):2200-2212, 2019. [doi]

Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural NetworksYanzhi Wang, Zheng Zhan 0001, Liang Zhao, Jian Tang 0008, Siyue Wang, Jiayu Li, Bo Yuan 0001, Wujie Wen, Xue Lin. AAAI 2019: 5369-5376 [doi]

Enabling Data Trustworthiness and User Privacy in Mobile CrowdsensingHaiqin Wu, Liangmin Wang, Guoliang Xue, Jian Tang 0008, Dejun Yang. ton, 27(6):2294-2307, 2019. [doi]

Privacy-Preserving and Trustworthy Mobile Sensing with Fair IncentivesHaiqin Wu, Liangmin Wang, Guoliang Xue, Jian Tang 0008, Dejun Yang. icc 2019: 1-7 [doi]

Experience-Driven Congestion Control: When Multi-Path TCP Meets Deep Reinforcement LearningZhiyuan Xu, Jian Tang 0008, Chengxiang Yin, Yanzhi Wang, Guoliang Xue. jsac, 37(6):1325-1336, 2019. [doi]

A Deep Recurrent Neural Network Based Predictive Control Framework for Reliable Distributed Stream Data ProcessingJielong Xu, Jian Tang 0008, Zhiyuan Xu, Chengxiang Yin, Kevin A. Kwiat, Charles A. Kamhoua. ipps 2019: 262-272 [doi]

P4PCN: Privacy-Preserving Path Probing for Payment Channel NetworksRuozhou Yu, Yinxin Wan, Vishnu Teja Kilari, Guoliang Xue, Jian Tang 0008, Dejun Yang. globecom 2019: 1-6 [doi]

Optimizing Location Quality in Privacy Preserving CrowdsensingYuhui Zhang, Ming Li, Dejun Yang, Jian Tang 0008, Guoliang Xue. globecom 2019: 1-6 [doi]

2018

Transmitting and Sharing: A Truthful Double Auction for Cognitive Radio NetworksXiang Zhang 0005, Dejun Yang, Guoliang Xue, Ruozhou Yu, Jian Tang 0008. icc 2018: 1-6 [doi]

SpecWatch: A framework for adversarial spectrum monitoring with unknown statisticsMing Li 0044, Dejun Yang, Jian Lin, Ming Li 0003, Jian Tang 0008. cn, 143:176-190, 2018. [doi]

How Would you Like Your Packets Delivered? An SDN-Enabled Open Platform for QoS RoutingChenfei Gao, Vahid Rajabian-Schwart, Weiyi Zhang, Guoliang Xue, Jian Tang 0008. iwqos 2018: 1-10 [doi]

Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning ApproachChi Harold Liu, Zheyu Chen, Jian Tang 0008, Jie Xu, Chengzhe Piao. jsac, 36(9):2059-2070, 2018. [doi]

Experience-driven Networking: A Deep Reinforcement Learning based ApproachZhiyuan Xu, Jian Tang 0008, Jingsong Meng, Weiyi Zhang, Yanzhi Wang, Chi Harold Liu, Dejun Yang. infocom 2018: 1871-1879 [doi]

CoinExpress: A Fast Payment Routing Mechanism in Blockchain-Based Payment Channel NetworksRuozhou Yu, Guoliang Xue, Vishnu Teja Kilari, Dejun Yang, Jian Tang 0008. icccn 2018: 1-9 [doi]

A Parallel Platform for Fusion of Heterogeneous Stream DataShan Zhang, Jielong Xu, Sora Choi, Jian Tang 0008, Pramod K. Varshney, Zhenhua Chen. fusion 2018: 588-594 [doi]

A Systematic DNN Weight Pruning Framework Using Alternating Direction Method of MultipliersTianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang 0008, Wujie Wen, Makan Fardad, Yanzhi Wang. eccv 2018: 191-207 [doi]

2010

Interference-Aware Robust Topology Design in Multi-Channel Wireless Mesh NetworksWeiyi Zhang, Farah Kandah, Jian Tang 0008, Kendall E. Nygard. ccnc 2010: 1-5 [doi]

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