| 2026 | AAAI | Transferring Causal Driving Patterns for Generalizable Traffic Simulation with Diffusion-Based Distillation. | Yuhang Chen, Jie Sun, Jialin Fan, Jian Sun |
| 2026 | ACL | LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces. | Yukang Feng, Jianwen Sun, Zelai Yang, Jiaxin Ai, Chuanhao Li, Zizhen Li, Fanrui Zhang, Kang He, Rui Ma, Jifan Lin, Jie Sun, Yang Xiao, Sizhuo Zhou, Wenxiao Wu, Yiming Liu, Pengfei Liu, Shenglin Zhang, Kaipeng Zhang |
| 2026 | ACL | AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts. | Keyu Li, Junhao Shi, Yang Xiao, Mohan Jiang, Jie Sun, Yunze Wu, Dayuan Fu, Shijie Xia, Xiaojie Cai, Tianze Xu, Weiye Si, Wenjie Li, Dequan Wang, Pengfei Liu |
| 2026 | ACL | SepSeq: A Training-Free Framework for Long Numerical Sequence Processing in LLMs. | Jie Sun, Yu Liu, Lu Han, Qiwen Deng, Xiang Shu, Yang Xiao, Lintao Ma, Xingyu Lu, Jun Zhou, Pengfei Liu, Jiancan Wu, Xiang Wang |
| 2026 | ASPLOS | Bat: Efficient Generative Recommender Serving with Bipartite Attention. | Jie Sun, Shaohang Wang, Zimo Zhang, Zhengyu Liu, Yunlong Xu, Peng Sun, Bo Zhao, Bingsheng He, Fei Wu, Zeke Wang |
| 2026 | DCC | OptQT: Reinventing JPEG Quantization Through Mathematical Optimization. | Min Yan, Haohan Li, Zhaoyi Sun, Jie Sun |
| 2026 | ICDE | XRAG: Examining the Core - Benchmarking Foundational Components in Advanced Retrieval-Augmented Generation. | Qili Zhang, Qianren Mao, Yangyifei Luo, Yashuo Luo, Hanwen Hao, Zhilong Cao, Weifeng Jiang, Zhijun Chen, Junnan Liu, Feng Yan, Xiaolong Wang, Jinlong Zhang, Zhenting Huang, Zhixing Tan, Jie Sun, Bo Li, Jianxin Li, Philip S. Yu |
| 2025 | AAAI | IOP: An Idempotent-Like Optimization Method on the Pareto Front of Hypernetwork. | Hui Wang, Renyu Yang, Jie Sun, Hao Peng, Xudong Mou, Tianyu Wo, Xudong Liu |
| 2025 | ACL | Robust Preference Optimization via Dynamic Target Margins. | Jie Sun, Junkang Wu, Jiancan Wu, Zhibo Zhu, Xingyu Lu, Jun Zhou, Lintao Ma, Xiang Wang |
| 2025 | DCC | A Predictive Method for Estimating the Limits of Lossless Data Compression. | Ziqiao Ao, Zhaoyi Sun, Jie Sun |
| 2025 | DCC | ICE: An Intelligent Compression Engine. | Javad Ghareh Chamani, Liang Qin, Zhaoyi Sun, Jie Sun |
| 2025 | ECAI | A Self-Adaptive Frequency Domain Network for Continuous Intraoperative Hypotension Prediction. | Xian Zeng, Tianze Xu, Kai Yang, Jie Sun, Youran Wang, Jun Xu, Mucheng Ren |
| 2025 | EMNLP | LaMP-Val: Large Language Models Empower Personalized Valuation in Auction. | Jie Sun, Tianyu Zhang, Houcheng Jiang, Kexin Huang, Xiang Shu, Zhibo Zhu, Lintao Ma, Xingyu Lu, Jun Zhou, Junkang Wu, Chi Luo, An Zhang, Jiancan Wu, Xiang Wang |
| 2025 | ICCV | LLM-Assisted Entropy-Based Adaptive Distillation for Unsupervised Fine-Grained Visual Representation Learning. | Jianfeng Dong, Danfeng Luo, Daizong Liu, Jie Sun, Xiaoye Qu, Xun Yang, Dongsheng Liu, Xun Wang |
| 2025 | ICDE | CAM: Asynchronous GPU-Initiated, CPU-Managed SSD Management for Batching Storage Access. | Ziyu Song, Jie Zhang, Jie Sun, Mo Sun, Zihan Yang, Zheng Zhang, Xuzheng Chen, Fei Wu, Huajin Tang, Zeke Wang |
| 2025 | ICDE | Hyperion: Co-Optimizing SSD Access and GPU Computation for Cost-Efficient GNN Training. | Jie Sun, Mo Sun, Zheng Zhang, Zuocheng Shi, Jun Xie, Zihan Yang, Jie Zhang, Zeke Wang, Fei Wu |
| 2025 | ICPADS | Multi-Objective Deep Reinforcement Learning for Adaptive Virtual Machine Allocation in Clouds. | Yuzi Chen, Jie Sun, Xiao Du, Puyu Cai, Ting Wang |
| 2025 | ICPADS | DTAFormer: A Disk Failure Prediction Model Fusing Temporal Change Perception with Dual-Dimension Attention. | Ming Zhong, Jie Sun, Bing Wei, Yuheng Li, Yubin Li, Ting Wang |
| 2025 | INDIN | An Active Learning Sampling-based Quality Prediction Method for Multi-indicators of Hot-rolled Strip Cross-section. | Chengyan Ding, Yehui Qin, Jie Dong, Wen Peng, Dianhua Zhang, Jie Sun |
| 2025 | INDIN | Self-Training Collaborative Sample Pruning Method for Hot-Rolled Strip Crown Imbalance Diagnosis. | Yehui Qin, Chengyan Ding, Jie Sun, Wen Peng, Xudong Li, Xingfang Zhao, Jifei Deng, Valeriy Vyatkin |
| 2025 | KDD | A Unified Invariant Learning Framework for Graph Classification. | Yongduo Sui, Jie Sun, Shuyao Wang, Zemin Liu, Qing Cui, Longfei Li, Xiang Wang |
| 2025 | PPoPP | Helios: Efficient Distributed Dynamic Graph Sampling for Online GNN Inference. | Jie Sun, Zuocheng Shi, Li Su, Wenting Shen, Zeke Wang, Yong Li, Wenyuan Yu, Wei Lin, Fei Wu, Bingsheng He, Jingren Zhou |
| 2025 | SMC | Efficient Range-based Top-k Spatial Dataset Search. | Ziyu Lu, Hua Dai, Jie Sun, Binghui Lu, Zhangchen Li, Geng Yang |
| 2025 | SIGIR | Triplet Contrastive Learning with Learnable Sequence Augmentation for Sequential Recommendation. | Wei Wang, Yujie Lin, Moyan Zhang, Hongyu Lu, Jianli Zhao, Jie Sun, Xianye Ben, Pengjie Ren, Yujun Li |
| 2025 | SIGIR | Advancing Ship Re-Identification in the Wild: The ShipReID-2400 Benchmark Dataset and D2InterNet Baseline Method. | Baolong Liu, Roukai Huang, Xin Pan, Chuanhuang Li, Jie Sun, Jianfeng Dong, Xun Wang |
| 2025 | SC | Moment: Co-optimizing Physical Communication Topology and Data Placement for Multi-GPU Out-of-core GNN Training. | Zuocheng Shi, Jie Sun, Ziyu Song, Mo Sun, Yang Xiao, Fei Wu, Zeke Wang |
| 2024 | AAAI | CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems. | Jie Sun, Zhaoying Ding, Xiaoshuang Chen, Qi Chen, Yincheng Wang, Kaiqiao Zhan, Ben Wang |
| 2024 | HPCC | ESDRS: Efficient Spatial Dataset Range Search Processing. | Zhangchen Li, Hua Dai, Jie Sun, Hao Zhou, Pengyue Li, Geng Yang |
| 2024 | ICWS | EDSS: An Exemplar Dataset Search Service over Encrypted Spatial Datasets. | Pengyue Li, Hua Dai, Jie Sun, Sheng Wang, Wenzhe Yang, Geng Yang |
| 2024 | SC | TorchGT: A Holistic System for Large-Scale Graph Transformer Training. | Meng Zhang, Jie Sun, Qinghao Hu, Peng Sun, Zeke Wang, Yonggang Wen, Tianwei Zhang |
| 2024 | TrustCom | Multi-sensor Fusion-based Cow Health Monitoring IoT System. | Zhenyu Lai, Yijia Xu, Jialei Zhang, Bowen Jia, Liangyan Wang, Qinglei Bu, Jie Sun, Quan Zhang |
| 2024 | TrustCom | A Digital Traditional Chinese Medicine Splint for Treatment of Distal Radius Fracture. | Siyuan Wang, Shuchen Liu, Zheng Jin, Zheng Yan, Tao Chen, Qinglei Bu, Zhiqiang Wang, Jintao Liu, Jie Sun |
| 2023 | AAAI | Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation. | Zixian Su, Kai Yao, Xi Yang, Kaizhu Huang, Qiufeng Wang, Jie Sun |
| 2023 | CGI | Weakly Supervised Method for Domain Adaptation in Instance Segmentation. | Jie Sun, Yan Tian, Jialei Wang, Zhaocheng Xu, Hao Wang, Zhaoyi Jiang, Xun Wang |
| 2023 | CIKM | Explore Epistemic Uncertainty in Domain Adaptive Semantic Segmentation. | Kai Yao, Zixian Su, Xi Yang, Jie Sun, Kaizhu Huang |
| 2023 | CoDIT | Hybrid Algorithm for Multiprocessor Scheduling with Makespan Minimization and Constraint on Interprocessor Data Exchange. | Vasily V. Balashov, Valery A. Kostenko, Ilya A. Fedorenko, Ilya P. Savitsky, Chumin Sun, Jiexing Gao, Li Zhou, Jie Sun |
| 2023 | DCC | Invert-and-project (IVP): A Lossless Compression Method of Multi-scale JPEG Images via DCT Coefficients Prediction. | Haohan Li, Zhaoyi Sun, Jie Sun |
| 2023 | DCC | Model Compression for Data Compression: Neural Network Based Lossless Compressor Made Practical. | Liang Qin, Jie Sun |
| 2023 | ICASSP | Deep Autoencoding One-Class time Series Anomaly Detection. | Xudong Mou, Rui Wang, Tiejun Wang, Jie Sun, Bo Li, Tianyu Wo, Xudong Liu |
| 2023 | ICASSP | FED-3DA: A Dynamic and Personalized Federated Learning Framework. | Hui Wang, Jie Sun, Tianyu Wo, Xudong Liu |
| 2023 | ICMI | Virtual Reality Music Instrument Playing Game for Upper Limb Rehabilitation Training. | Muxiao Sun, Qinglei Bu, Ying Hou, Xiaowen Ju, Limin Yu, Eng Gee Lim, Jie Sun |
| 2023 | ICMI | A Portable Ball with Unity-based Computer Game for Interactive Arm Motor Control Exercise. | Yuqing Zhou, Yijia An, Qisong Niu, Qinglei Bu, Yung C. Liang, Mark Leach, Jie Sun |
| 2023 | TEI | Interactive Rehabilitation Carpet for Children with Cerebral Palsy. | Yijia An, Qinglei Bu, Jie Sun, Eng Gee Lim, Lijun Kong, Zhiqin Chen, Roshan Devaraj |
| 2023 | USENIX | Legion: Automatically Pushing the Envelope of Multi-GPU System for Billion-Scale GNN Training. | Jie Sun, Li Su, Zuocheng Shi, Wenting Shen, Zeke Wang, Lei Wang, Jie Zhang, Yong Li, Wenyuan Yu, Jingren Zhou, Fei Wu |
| 2022 | DCC | SortComp (Sort-and-Compress) - Towards a Universal Lossless Compression Scheme for Matrix and Tabular Data. | Xizhe Cheng, Sian-Jheng Lin, Jie Sun |
| 2022 | DCC | A low-complexity destriping method for lossless compression of remote-sensing data. | Zhaoyi Sun, Yuliang Huang, Roberto Leonarduzzi, Jie Sun |
| 2022 | ECCV | Outpainting by Queries. | Kai Yao, Penglei Gao, Xi Yang, Jie Sun, Rui Zhang, Kaizhu Huang |
| 2022 | EICS | Interactive Story Box for Children with Cerebral Palsy. | Lechen Wu, Eng Gee Lim, Quan Zhang, Alijon Avliyoqulov, Jie Sun, Lijun Kong, Zhiqin Chen |
| 2022 | HAI | A Computer Game-based Tangible Upper Limb Rehabilitation Device. | Qinglei Bu, Xiaoyi Cheng, Fan Yang, Jie Sun, Limin Yu, Ying Hou |
| 2022 | HCI | A Study of the Effects of Interactive AI Image Processing Functions on Children's Painting Education. | Jie Sun, Chao Gu, Jiangjie Chen, Wei Wei, Chun Yang, Qianling Jiang |
| 2022 | IJCAI | On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges. | Peng Wu, Haoxuan Li, Yuhao Deng, Wenjie Hu, Quanyu Dai, Zhenhua Dong, Jie Sun, Rui Zhang, Xiao-Hua Zhou |
| 2022 | IPEC | Design of Computer Aided Analysis System of Sports Load based on Big Data Technology. | Jie Sun, Rui Jiang |
| 2022 | IROS | SO-PFH: Semantic Object-based Point Feature Histogram for Global Localization in Parking Lot. | Jixin Lv, Chao Meng, Yue Wang, Jie Sun, Rong Xiong, Shiliang Pu |
| 2022 | ICRA | GCLO: Ground Constrained LiDAR Odometry with Low-drifts for GPS-denied Indoor Environments. | Xin Wei, Jixin Lv, Jie Sun, Erbao Dong, Shiliang Pu |
| 2022 | KDD | A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction. | Quanyu Dai, Haoxuan Li, Peng Wu, Zhenhua Dong, Xiao-Hua Zhou, Rui Zhang, Rui Zhang, Jie Sun |
| 2021 | DASFAA | ARCA: A Tool for Area Calculation Based on GPS Data. | Sujing Song, Jie Sun, Jianqiu Xu |
| 2021 | ICCV | SGMNet: Learning Rotation-Invariant Point Cloud Representations via Sorted Gram Matrix. | Jianyun Xu, Xin Tang, Yushi Zhu, Jie Sun, Shiliang Pu |
| 2021 | ICCV | RPVNet: A Deep and Efficient Range-Point-Voxel Fusion Network for LiDAR Point Cloud Segmentation. | Jianyun Xu, Ruixiang Zhang, Jian Dou, Yushi Zhu, Jie Sun, Shiliang Pu |
| 2021 | IJCNN | Privacy-Preserving Convex Factorization Machine. | Jie Sun, Qi Li, Yong Jiang |
| 2021 | ISCAS | A 10-b 500MS/s Partially Loop-Unrolled SAR ADC with a Comparator Offset Calibration Technique. | Chao Chen, Jie Sun, Chenghua Wang, Weiqiang Liu |
| 2021 | ISCAS | A 2-Then-1 Bit/Cycle Asynchronous SAR ADC with Background Offset Calibration. | Jie Sun, Jun Huang, Jianhui Wu, Weiqiang Liu |
| 2021 | VTC | Secure UAV-enabled OFDMA Communications. | Jie Sun, Zhichao Sheng, Ali A. Nasir, Hao Wei, Yong Fang, Ali H. Muqaibel |
| 2020 | CDVE | A Home-Based Adaptive Collaborative System for Stroke Patient Rehabilitation. | Paul Craig, Yanhao Jin, Jie Sun |
| 2020 | ICA3PP | Detection of Loose Tracking Behavior over Trajectory Data. | Jiawei Li, Hua Dai, Yiyang Liu, Jianqiu Xu, Jie Sun, Geng Yang |
| 2020 | TEI | Designed Interactive Toys for Children with Cerebral Palsy. | Yixuan Bian, Xiaoyu Wang, Dongchen Han, Jie Sun |
| 2019 | ACSSC | Modified Time Delay of Arrival for Biomedical and Environmental Applications. | Chinmay Sahu, Mahesh K. Banavar, Jie Sun |
| 2019 | ICMI | Interactive Upper Limb Training Device for Arm-Reaching and Finger Pointing Exercise. | Xuezhou Yang, Yang Zou, Jie Sun, Yung C. Liang |
| 2019 | ISCC | HCNet: An SDN Enabled Virtual Network Management System for Hybrid Clouds. | Jie Sun, Nan Zhang, Tianyu Wo, Xudong Liu |
| 2019 | TEI | Interactive Tabletop Arm Reaching Exercise. | Yang Zou, Jie Sun, Yanhao Jin, Yixuan Bian |
| 2018 | WISE | Email Importance Evaluation in Mailing List Discussions. | Kun Jiang, Chunming Hu, Jie Sun, Qi Shen, Xiaohan Jiang |
| 2017 | ICIG | Orientation Estimation Network. | Jie Sun, Wengang Zhou, Houqiang Li |
| 2015 | HAI | INTER: An App for Intercultural Communication. | Mengyue Li, Xiaoyi Hu, Derrick Tate, Jie Sun |
| 2015 | HCI | Multimodal Digital Taste Experience with D'Licious Vessel. | Liangkun Yan, Barry Chew, Jie Sun, Li-An Chiu, Nimesha Ranasinghe, Ellen Yi-Luen Do |
| 2014 | HAI | Emotion recognition and expression in therapeutic social robot design. | Jie Sun |
| 2014 | ICPADS | esDMT: Efficient and scalable deterministic multithreading through memory isolation. | Jie Sun, Xiaofei Liao, Long Zheng, Hai Jin, Yu Zhang |
| 2013 | ER | Representing and Elaborating Quality Requirements: The QRA Approach. | Jie Sun, Pericles Loucopoulos, Liping Zhao |
| 2013 | ISCAS | Low power, high linearity multi-mode downconversion mixer for SDR. | Yexin Chen, Na Yan, Jianfei Xu, Qiang Chen, Jie Sun |
| 2011 | PDCAT | SmartAgents: A Scalable Infrastructure for Smart Car. | Jie Sun, Yongping Zhang, Jianbo Fan |
| 2010 | GPC | A Petri-Net Based Context Representation in Smart Car Environment. | Jie Sun, Yongping Zhang, Kejia He |
| 2010 | ICNC | Design and implement of neural network based fractional order PI | Ruikun Gong, Youliang Yang, Yansong Tian, Guangxiang Zhang, Jie Sun, Lei Chen |
| 2010 | ICNC | The comparison and study of small sample data spatial interpolation accuracy. | Guoliang Zou, Kelei Xue, Dongmei Huang, Cheng Su, Jie Sun |
| 2010 | UIC | Providing Real-Time Guarantees to Smart Car. | Jie Sun, Yongping Zhang, Jianbo Fan |
| 2009 | ICNP | Semi-Random Backoff: Towards Resource Reservation for Channel Access in Wireless LANs. | Yong He, Ruixi Yuan, Jie Sun, Weibo Gong |
| 2008 | GMP | Noise Removal Based on the Variation of Digitized Energy. | Qin Zhang, Jie Sun, Guoliang Xu |
| 2008 | ICNC | Calibration and Correction for Omnidirectional Image with a Fisheye Lens. | Jie Sun, Jinhui Zhu |
| 2008 | SMC | Evaluation and optimization of passive vibration controller design for flexible beams. | Jie Sun, Aun Neow Poo, Marcelo H. Ang, Chee-Meng Chew, Geok-Soon Hong, Kok Kiong Tan, Clarence W. de Silva |
| 2007 | CW | A General Sixth Order Geometric Flow and Its Applications in Surface Processing. | Qin Zhang, Guoliang Xu, Jie Sun |
| 2007 | PDCAT | DCGG: Digital City Group Grid. | Dingju Zhu, Jianping Fan, Jie Sun |
| 2006 | ADMA | Financial Distress Prediction Based on Similarity Weighted Voting CBR. | Jie Sun, Xiao-Feng Hui |
| 2006 | AINA | An Improved Method of Task Context Switching in OSEK Operating System. | Zhaohui Wu, Hong Li, Zhigang Gao, Jie Sun, Jiang Li |
| 2006 | EUC | Context Reasoning Technologies in Ubiquitous Computing Environment. | Jie Sun, Zhaohui Wu |
| 2006 | ICRA | Traversability Classification using Unsupervised on-line Visual Learning for Outdoor Robot Navigation. | Dongshin Kim, Jie Sun, Sang Min Oh, James M. Rehg, Aaron F. Bobick |
| 2006 | MDAI | An Application of Support Vector Machine to Companies' Financial Distress Prediction. | Xiao-Feng Hui, Jie Sun |
| 2006 | PDCAT | Adaptive to Context in Ubiquitous Computing Environments. | Jie Sun, Zhaohui Wu |
| 2005 | PDCAT | Developing context-aware applications in ubiquitous computing environments. | Jie Sun, Zhaohui Wu |
| 2005 | RTCSA | A Comprehensive Context Model for Next Generation Ubiquitous Computing Applications. | Jie Sun, Zhaohui Wu |
| 2004 | CVPR | Automatic Cascade Training with Perturbation Bias. | Jie Sun, James M. Rehg, Aaron F. Bobick |
| 2003 | ITC | A Generic Test Path and DUT Model for DataCom ATE. | Jie Sun, Mike Li |
| 2003 | PIMRC | Channel access and power control algorithms with QoS for CDMA based wireless ad-hoc networks. | Jie Sun, Yuemei Hu, Wenbo Wang, Yuan'an Liu |