| 2026 | ACL | PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning. | Jingcheng Hu, Yinmin Zhang, Shijie Shang, Xiaobo Yang, Yue Peng, Zhewei Huang, Hebin Zhou, Xin Wu, Jie Cheng, Fanqi Wan, Xiangwen Kong, Chengyuan Yao, Kaiwen Yan, Ailin Huang, Hongyu Zhou, Qi Han, Zheng Ge, Xiangyu Zhang, Heung-Yeung Shum |
| 2025 | ICLR | Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining. | Jie Cheng, Ruixi Qiao, Yingwei Ma, Binhua Li, Gang Xiong, Qinghai Miao, Yongbin Li, Yisheng Lv |
| 2025 | ICLR | Ada-K Routing: Boosting the Efficiency of MoE-based LLMs. | Tongtian Yue, Longteng Guo, Jie Cheng, Xuange Gao, Hua Huang, Jing Liu |
| 2025 | IROS | HAMF: A Hybrid Attention-Mamba Framework for Joint Scene Context Understanding and Future Motion Representation Learning. | Xiaodong Mei, Sheng Wang, Jie Cheng, Yingbing Chen, Dan Xu |
| 2025 | SMC | JAuthGuard: Automatic Detection for Broken Access Control in Java Web APIs. | Ruizhi Feng, Mengjun Zhang, Ang Xia, Jie Cheng, Yunpeng Li, Yue Zhang, Yuling Liu |
| 2024 | CVPR | SC- Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models. | Tongtian Yue, Jie Cheng, Longteng Guo, Xingyuan Dai, Zijia Zhao, Xingjian He, Gang Xiong, Yisheng Lv, Jing Liu |
| 2024 | CVPR | Toward Motion Robustness: A masked attention regularization framework in remote photoplethysmography. | Pengfei Zhao, Qigong Sun, Xiaolin Tian, Yige Yang, Shuo Tao, Jie Cheng, Jiantong Chen |
| 2024 | ICML | RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences. | Jie Cheng, Gang Xiong, Xingyuan Dai, Qinghai Miao, Yisheng Lv, Fei-Yue Wang |
| 2024 | ICPP | Hardware Acceleration of Minimap2 Genomic Sequence Alignment Algorithm. | Jie Cheng, Lifu Hu, Wei Xu, Hanhua Chen, Tian Xia |
| 2024 | IJCCI | ETA-Based Secondary Conflict-Free Local Path Replanning for Air Logistics Transportation. | Yuan Zheng, Jie Cheng, Chenglong Li |
| 2024 | ICRA | Rethinking Imitation-based Planners for Autonomous Driving. | Jie Cheng, Yingbing Chen, Xiaodong Mei, Bowen Yang, Bo Li, Ming Liu |
| 2024 | IROS | A Generic Trajectory Planning Method for Constrained All-Wheel-Steering Robots. | Ren Xin, Hongji Liu, Yingbing Chen, Jie Cheng, Sheng Wang, Jun Ma, Ming Liu |
| 2024 | ICRA | Improving Autonomous Driving Safety with POP: A Framework for Accurate Partially Observed Trajectory Predictions. | Sheng Wang, Yingbing Chen, Jie Cheng, Xiaodong Mei, Ren Xin, Yongkang Song, Ming Liu |
| 2024 | IGARSS | A Paradigm for Generating Operational Seamless Land Surface Temperature Products. | Jie Cheng, Shugui Zhou, Quan Zhang, Xiangchen Meng, Weihan Liu, Shengyue Dong, Aixia Yang, Qi Zeng, Manqing Liu, Zhengyang Wang, Mengfei Guo, Chenze Wu, Hao Sun, Helin Wang |
| 2024 | WACV | Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental Learning. | Xiang Song, Kuang Shu, Songlin Dong, Jie Cheng, Xing Wei, Yihong Gong |
| 2023 | CVPR | DKT: Diverse Knowledge Transfer Transformer for Class Incremental Learning. | Xinyuan Gao, Yuhang He, Songlin Dong, Jie Cheng, Xing Wei, Yihong Gong |
| 2023 | CVPR | Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation. | Yushun Tang, Ce Zhang, Heng Xu, Shuoshuo Chen, Jie Cheng, Luziwei Leng, Qinghai Guo, Zhihai He |
| 2023 | ICASSP | Optimal Carrier Frequency Design for Frequency Diverse Array Mimo Radar. | Jie Cheng, Maria Juhlin, Wen-Qin Wang, Andreas Jakobsson |
| 2023 | ICCV | Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with Masked Autoencoders. | Jie Cheng, Xiaodong Mei, Ming Liu |
| 2023 | ICCV | Knowledge Restore and Transfer for Multi-Label Class-Incremental Learning. | Songlin Dong, Haoyu Luo, Yuhang He, Xing Wei, Jie Cheng, Yihong Gong |
| 2023 | ICCV | Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling. | Guiqin Wang, Peng Zhao, Cong Zhao, Shusen Yang, Jie Cheng, Luziwei Leng, Jianxing Liao, Qinghai Guo |
| 2023 | IGARSS | Long Image Time Series for Crop Extraction Based on the Automatically Generated Samples Algorithm. | Nan Jia, Yinshuai Li, Andrs Via, Jie Cheng, Yue Dou, Qian Song, Liuyue He, Jianguo Liu |
| 2022 | CVPR | Discrete time convolution for fast event-based stereo. | Kaixuan Zhang, Kaiwei Che, Jianguo Zhang, Jie Cheng, Ziyang Zhang, Qinghai Guo, Luziwei Leng |
| 2022 | ICASSP | Meta Talk: Learning To Data-Efficiently Generate Audio-Driven Lip-Synchronized Talking Face With High Definition. | Yuhan Zhang, Weihua He, Minglei Li, Kun Tian, Ziyang Zhang, Jie Cheng, Yaoyuan Wang, Jianxing Liao |
| 2022 | ICRA | Real-Time Trajectory Planning for Autonomous Driving with Gaussian Process and Incremental Refinement. | Jie Cheng, Yingbing Chen, Qingwen Zhang, Lu Gan, Chengju Liu, Ming Liu |
| 2022 | IROS | MPNP: Multi-Policy Neural Planner for Urban Driving. | Jie Cheng, Ren Xin, Sheng Wang, Ming Liu |
| 2021 | CVPR | Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning. | Kai Zhu, Yang Cao, Wei Zhai, Jie Cheng, Zheng-Jun Zha |
| 2021 | IGARSS | Low PAPR OFDM-Chirp Modulation Signaling Scheme. | Wenkai Jia, Wen-Qin Wang, Jie Cheng, Yudian Hou, Zhenmei Kang |
| 2021 | TrustCom | Remote Attestation of Large-scale Virtual Machines in the Cloud Data Center. | Jie Cheng, Kun Zhang, Bibo Tu |
| 2020 | ICCS | DDNE: Discriminative Distance Metric Learning for Network Embedding. | Xiaoxue Li, Yangxi Li, Yanmin Shang, Lingling Tong, Fang Fang, Pengfei Yin, Jie Cheng, Jing Li |
| 2019 | HPCC | HP-SDDAN: High-Performance Software-Defined Data Access Network. | Ruibang You, Zimu Yuan, Bibo Tu, Jie Cheng |
| 2019 | ICASSP | CAN: Contextual Aggregating Network for Semantic Segmentation. | Dechun Cong, Quan Zhou, Jie Cheng, Xiaofu Wu, Suofei Zhang, Weihua Ou, Huimin Lu |
| 2019 | IGARSS | Retrieving Land Surface Temperature from High Spatial Resolution Thermal Infrared Data of Chinese Gaofen-5. | Xiangchen Meng, Jie Cheng, Shugui Zhou |
| 2019 | IGARSS | The Effects of Temperature Difference Between Cloud Base and Cloud Top on Surface Longwave Radiation Estimate Based on Calipso and Reanalysis Data. | Feng Yang, Jie Cheng, Qi Zeng |
| 2019 | IGARSS | Simultaneous Retrieval of Land Surface Temperature and Emissivity from Ahi/Himawari8 Data. | Shugui Zhou, Jie Cheng, Xiangchen Meng |
| 2019 | ISPA | SecFT-SDN: Securing the Flow-Table for Software-Defined Network. | Ruibang You, Bibo Tu, Zimu Yuan, Jie Cheng |
| 2016 | INFOCOM | High-precision shortest distance estimation for large-scale social networks. | Jie Cheng, Yangyang Zhang, Qiang Ye, Hongwei Du |
| 2015 | CloudCom | Risk Management Using Big Real Time Data. | Jie Cheng, Chunming Rong, Huijuan Ye, Xianghan Zheng |
| 2015 | FAW | A New Algorithm for Intermediate Dataset Storage in a Cloud-Based Dataflow. | Jie Cheng, Daming Zhu, Binhai Zhu |
| 2015 | ICDCS | DISCO: A Distributed Localization Scheme for Mobile Networks. | Jie Cheng, Qiang Ye, Hongwei Du, Chuang Liu |
| 2014 | IWQoS | RNC: A high-precision Network Coordinate System. | Jie Cheng, Xin Guan, Qiang Ye, Hongbo Jiang, Yan Dong |
| 2014 | MOBIHOC | A matrix-completion approach to mobile network localization. | Qiang Ye, Jie Cheng, Hongwei Du, Xiaohua Jia, Jing Zhang |
| 2013 | PSB | Evaluation of Analytical Methods for Connectivity Map Data. | Jie Cheng, Qing Xie, Vinod Kumar, Mark Hurle, Johannes M. Freudenberg, Lun Yang, Pankaj Agarwal |
| 2013 | SNPD | A Multiway Model for Predicting Earthquake Ground Motion. | Yang Bai, Jale Tezcan, Qiang Cheng, Jie Cheng |
| 2012 | GLOBECOM | Fault-tolerant scheduling for data collection in wireless sensor networks. | Liang Zhang, Qiang Ye, Jie Cheng, Hongbo Jiang, Yake Wang, Rui Zhou, Peng Zhao |
| 2011 | INFOCOM | Continuous multi-dimensional top-k query processing in sensor networks. | Hongbo Jiang, Jie Cheng, Dan Wang, Chonggang Wang, Guang Tan |
| 2010 | GLOBECOM | Efficient Data Collection with Sampling in WSNs: Making Use of Matrix Completion Techniques. | Jie Cheng, Hongbo Jiang, Xiaoqiang Ma, Lanchao Liu, Lijun Qian, Chen Tian, Wenyu Liu |
| 2010 | GLOBECOM | Efficient Mobile Content Delivery Based on Co-Route Prediction in Urban Transport. | Le Shu, Hongbo Jiang, Xiaoqiang Ma, Lanchao Liu, Kai Peng, Bo Liu, Jie Cheng, Yanbo Xu |
| 2009 | ICNC | Task Decomposition and Planning in Resource-Constrained Workflow. | Jie Cheng, Guangzhou Zeng |
| 2009 | ISPA | A Web Based Workflow System for Distributed Atmospheric Data Processing. | Jie Cheng, Xiaoguang Lin, Yuanchun Zhou, Jianhui Li |
| 2008 | ICNC | A Greedy Particle Swarm Optimization Algorithm for Workplace Planning in Migrating Workflow. | Jie Cheng, Guangzhou Zeng |
| 2007 | IGARSS | Simulation of atmospheric radiation transfer for high-resolution thermal infrared imaging. | Guijun Yang, Qinhuo Liu, Qiang Liu, Jianguang Wen, Jie Cheng, Xingfa Gu |
| 2007 | IGARSS | Evaluation of five algorithms for extracting soil emissivity from hyperspectral FTIR data. | Jie Cheng, Qing Xiao, Xiaowen Li, Qinhuo Liu, Yongming Du, Aixiu Nie |
| 2007 | IGARSS | Multi-layer perceptron neural network based algorithm for simultaneous retrieving temperature and emissivity from hyperspectral FTIR dataset. | Jie Cheng, Qing Xiao, Xiaowen Li, Qinhuo Liu, Yongming Du, Aixiu Nie |
| 2007 | IGARSS | Algorithm study on mid-infrared emissivity extraction from field measurements: A case study of soil. | Jie Cheng, Qing Xiao, Xiaowen Li, Qinhuo Liu, Lin Sun |
| 2005 | ICASSP | SNR Analysis for Phased-Array MRI. | Yingge Wang, Qiang Cheng, Jie Cheng |
| 2004 | ICPR | MV-MAP: Multiresolution Video Visualization and Summarization on MAPs. | Yingge Wang, Qiang Cheng, Jie Cheng, Thomas S. Huang |
| 2002 | ICDM | Mining Optimal Actions for Profitable CRM. | Charles X. Ling, Tielin Chen, Qiang Yang, Jie Cheng |
| 2002 | IGARSS | Model-based principal component techniques for detection of buried landmines in multiframe synthetic aperture radar images. | Jie Cheng, Eric L. Miller |
| 2001 | AI | Learning Bayesian Belief Network Classifiers: Algorithms and System. | Jie Cheng, Russell Greiner |
| 2001 | ARITH | High-Performance Architectures for Elementary Function Generation. | Jun Cao, Belle W. Y. Wei, Jie Cheng |
| 2001 | VTC | OFDM peak power reduction by a novel coding scheme with threshold control. | Mizhou Tan, Jie Cheng, Yeheskel Bar-Ness |
| 2000 | CEC | Exploratory data modeling with Bayesian-driven evolutionary search. | Jie Cheng, Gintaras V. Puskorius, Yi Lu |
| 1999 | CEC | Vehicle sequencing based on evolutionary computation. | Jie Cheng, Yi Lu, Gint Puskorius, Sharon Bergeon, Jing Xiao |
| 1999 | UAI | Comparing Bayesian Network Classifiers. | Jie Cheng, Russell Greiner |
| 1997 | AISTATS | An Algorithm for Bayesian Network Construction from Data. | Jie Cheng, David A. Bell, Weiru Liu |
| 1997 | CIKM | Learning Belief Networks from Data: An Information Theory Based Approach. | Jie Cheng, David A. Bell, Weiru Liu |
| 1996 | ICTAI | A Practical Approach to Knowledge Representation and Reasoning in Relational Databases. | Jie Cheng, David A. Bell, Weiru Liu |
| 1989 | IJCAI | Ordering Problem Subgoals. | Jie Cheng, Keki B. Irani |
| 1988 | ICML | Improved Decision Trees: A Generalized Version of ID3. | Jie Cheng, Usama M. Fayyad, Keki B. Irani, Zhaogang Qian |
| 1987 | IJCAI | Subgoal Ordering and Goal Augmentation for Heuristic Problem Solving. | Keki B. Irani, Jie Cheng |