| 2026 | AAAI | EMOD: A Unified EEG Emotion Representation Framework Leveraging V-A Guided Contrastive Learning. | Yuning Chen, Sha Zhao, Shijian Li, Gang Pan |
| 2026 | AAAI | Distillation Dynamics: Towards Understanding Feature-Based Distillation in Vision Transformers. | Huiyuan Tian, Bonan Xu, Shijian Li |
| 2026 | AAAI | EEG Agent: A Unified Framework for Automated EEG Analysis Using Large Language Models. | Sha Zhao, Mingyi Peng, Haiteng Jiang, Tao Li, Shijian Li |
| 2026 | WWW | AgriGPT-Omni: A Unified Speech-Vision-Text Framework for Multilingual Agricultural Intelligence. | Bo Yang, Lanfei Feng, Yunkui Chen, Yu Zhang, Jianyu Zhang, Xiao Xu, Nueraili Aierken, Shijian Li |
| 2025 | AAAI | Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation. | Yangxuan Zhou, Sha Zhao, Jiquan Wang, Haiteng Jiang, Shijian Li, Benyan Luo, Tao Li, Gang Pan |
| 2025 | CIKM | Enhancing Recommendation with Reliable Multi-profile Alignment and Collaborative-aware Contrastive Learning. | Yibin Liu, Jianyu Zhang, Shijian Li |
| 2025 | COLING | Knowledge Graph Pooling and Unpooling for Concept Abstraction. | Juan Li, Wen Zhang, Zhiqiang Liu, Mingchen Tu, Mingyang Chen, Ningyu Zhang, Shijian Li |
| 2025 | ECAI | Improving Cross-Task Applicability of Parameter Sharing in Cooperative Multi-Agent Reinforcement Learning. | Yurui Li, Jianyu Zhang, Li Zhang, Shijian Li, Gang Pan |
| 2025 | ICANN | Improving Stability of Parameter Sharing in Cooperative Multi-agent Reinforcement Learning. | Yurui Li, Li Zhang, Shijian Li, Gang Pan |
| 2025 | ICANN | Incorporating Feature Pyramid Tokenization and Open Vocabulary Semantic Segmentation. | Jianyu Zhang, Li Zhang, Shijian Li |
| 2025 | ICLR | CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding. | Jiquan Wang, Sha Zhao, Zhiling Luo, Yangxuan Zhou, Haiteng Jiang, Shijian Li, Tao Li, Gang Pan |
| 2025 | ICLR | BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications. | Yangxuan Zhou, Sha Zhao, Jiquan Wang, Haiteng Jiang, Shijian Li, Tao Li, Gang Pan |
| 2025 | ICONIP | Comparison-Based Beam Search for Constructive NCO Approaches. | Xinwei Chen, Huiyuan Tian, Li Zhang, Runhe Huang, Shijian Li |
| 2025 | IJCNN | Boosting Zero-Shot Generalization Performance of Constructive NCO Approaches for Large-Scale TSP. | Xinwei Chen, Li Zhang, Shijian Li, Gang Pan |
| 2025 | IJCNN | ConceptVQ: Visual Model Interpreter. | Jianyu Zhang, Li Zhang, Shijian Li |
| 2024 | AAAI | Generalizable Sleep Staging via Multi-Level Domain Alignment. | Jiquan Wang, Sha Zhao, Haiteng Jiang, Shijian Li, Tao Li, Gang Pan |
| 2024 | ICPR | A Framework for Image Synthesis Using Supervised Contrastive Learning. | Yibin Liu, Jianyu Zhang, Li Zhang, Shijian Li, Gang Pan |
| 2024 | IJCNN | CRTGAN: Controllable Road Network Graphs Generation via Transformer based GAN. | Tao Li, Ruihang Li, Shanding Ye, Zehua Zhang, Zhe Yin, Shijian Li, Zhijie Pan |
| 2024 | ICTAI | A Novel Multi-Pose Person Re-Identification Method Based on Semantic- and Pose-Guided Feature Fusion. | Yuefeng Ma, Deheng Liu, Zhiqi Cheng, Shijian Li |
| 2023 | AAAI | Loan Fraud Users Detection in Online Lending Leveraging Multiple Data Views. | Sha Zhao, Yongrui Huang, Ling Chen, Chunping Wang, Shijian Li, Lei Chen, Gang Pan |
| 2023 | ICDM | Session-based Interactive Recommendation via Deep Reinforcement Learning. | Longxiang Shi, Zilin Zhang, Shoujin Wang, Qi Zhang, Minghui Wu, Cheng Yang, Shijian Li |
| 2022 | ICDE | T-Detector: A Trajectory based Pre-trained Model for Game Bot Detection in MMORPGs. | Sha Zhao, Junwei Fang, Shiwei Zhao, Runze Wu, Jianrong Tao, Shijian Li, Gang Pan |
| 2022 | IJCNN | Rapid Earthquake Magnitude Estimation Using Deep Learning. | Sha Zhao, Yizhi Xu, Zhiling Luo, Jie Liu, Jindong Song, Shijian Li, Gang Pan |
| 2021 | ICDCS | Sync-Switch: Hybrid Parameter Synchronization for Distributed Deep Learning. | Shijian Li, Oren Mangoubi, Lijie Xu, Tian Guo |
| 2020 | IC2E | PERSEUS: Characterizing Performance and Cost of Multi-Tenant Serving for CNN Models. | Matthew LeMay, Shijian Li, Tian Guo |
| 2020 | ICDCS | Characterizing and Modeling Distributed Training with Transient Cloud GPU Servers. | Shijian Li, Robert J. Walls, Tian Guo |
| 2020 | ICDE | HisRect: Features from Historical Visits and Recent Tweet for Co-Location Judgement. | Pengfei Li, Hua Lu, Qian Zheng, Shijian Li, Gang Pan |
| 2020 | IJCNN | Maximum Entropy Reinforcement Learning with Evolution Strategies. | Longxiang Shi, Shijian Li, Qian Zheng, Longbing Cao, Long Yang, Gang Pan |
| 2019 | ICDE | AppUsage2Vec: Modeling Smartphone App Usage for Prediction. | Sha Zhao, Zhiling Luo, Ziwen Jiang, Haiyan Wang, Feng Xu, Shijian Li, Jianwei Yin, Gang Pan |
| 2016 | UIC | EnUp: Energy-Efficient Data Uploading for Mobile Crowd Sensing Applications. | Longbiao Chen, Leye Wang, Daqing Zhang, Shijian Li, Gang Pan |
| 2015 | UIC | Sensing the Pulse of Urban Activity Centers Leveraging Bike Sharing Open Data. | Longbiao Chen, Dingqi Yang, Jrmie Jakubowicz, Gang Pan, Daqing Zhang, Shijian Li |
| 2015 | UIC | Perception Enhanced Robotic Arm. | Zhenyu Ye, Shugang Wang, Sha Yang, Shijian Li, Gang Pan |
| 2014 | UIC | Discovering People's Life Patterns from Anonymized WiFi Scanlists. | Shao Zhao, Zhe Zhao, Yifan Zhao, Runhe Huang, Shijian Li, Gang Pan |
| 2013 | HPCC | An Intensive Location-Aware Framework for Device-Involved Human Tasks. | Yuqiong Xu, Shijian Li, Zhaohui Wu, Gang Pan |
| 2013 | IJCAI | Online Community Detection for Large Complex Networks. | Wangsheng Zhang, Gang Pan, Zhaohui Wu, Shijian Li |
| 2013 | PERCOM | B-Planner: Night bus route planning using large-scale taxi GPS traces. | Chao Chen, Daqing Zhang, Zhi-Hua Zhou, Nan Li, Tlin Atmaca, Shijian Li |
| 2012 | ISORC | Design and Implementation of an Automotive Telematics Gateway Based on Virtualization. | Zonghua Gu, Zhu Wang, Shijian Li, Haibin Cai |
| 2012 | PERCOM | Touch-driven interaction via an NFC-enabled smartphone. | Longbiao Chen, Gang Pan, Shijian Li |
| 2012 | UIC | WaterLady: A Case Study for Connecting Physical Devices into Social Networks. | Longbiao Chen, Yaochun Li, Zeming Zheng, Li Zhang, Dan He, Xiaolong Li, Sha Zhao, Shijian Li, Gang Pan |
| 2011 | CHI | EasyPointer: what you pointing at is what you get. | Gang Pan, Haoyi Ren, Weidong Hua, Qian Zheng, Shijian Li |
| 2011 | Mobiquitous | Real-Time Detection of Anomalous Taxi Trajectories from GPS Traces. | Chao Chen, Daqing Zhang, Pablo Samuel Castro, Nan Li, Lin Sun, Shijian Li |
| 2011 | PERCOM | Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset. | Bin Li, Daqing Zhang, Lin Sun, Chao Chen, Shijian Li, Guande Qi, Qiang Yang |
| 2011 | PERCOM | Measuring social functions of city regions from large-scale taxi behaviors. | Guande Qi, Xiaolong Li, Shijian Li, Gang Pan, Zonghui Wang, Daqing Zhang |
| 2010 | EUC | Semantic Device Bus for Internet of Things. | Kun Yang, Shijian Li, Li Zhang, Gang Pan |
| 2010 | UIC | Modeling Files with Context Streams. | Qunjie Qiu, Gang Pan, Shijian Li |
| 2010 | UIC | Activity Recognition on an Accelerometer Embedded Mobile Phone with Varying Positions and Orientations. | Lin Sun, Daqing Zhang, Bin Li, Bin Guo, Shijian Li |
| 2010 | UIC | GeeAir: Waving in the Air to Control Home Appliances. | Jiahui Wu, Gang Pan, Shijian Li, Zhaohui Wu, Daqing Zhang |
| 2009 | PERCOM | SmartShadow: Modeling A User-centric Mobile Virtual Space. | Li Zhang, Gang Pan, Zhaohui Wu, Shijian Li, Cho-Li Wang |
| 2009 | UIC | Gesture Recognition with a 3-D Accelerometer. | Jiahui Wu, Gang Pan, Daqing Zhang, Guande Qi, Shijian Li |
| 2004 | ICCS | ABSDM: Agent Based Service Discovery Mechanism in Internet. | Shijian Li, Congfu Xu, Zhaohui Wu, Yunhe Pan, Xuelan Li |
| 2004 | SMC | A flexible and dynamic videoconferencing system (FDVCS): design and implementation. | Yunliang Jiang, Congfu Xu, Yuan Yao, Shijian Li, Qiang Miao |
| 2004 | SMC | A new agent based service discovery mechanism. | Shijian Li, Congfu Xu, Zhaohui Wu, Yunhe Pan |