| 2026 | AAAI | Align³GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation. | Wencai Ye, Mingjie Sun, Shuhang Chen, Wenjin Wu, Peng Jiang |
| 2025 | AAAI | ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking. | Rong Li, Tao Deng, Siwei Feng, Mingjie Sun, Juncheng Jia |
| 2025 | CIKM | DAS: Dual-Aligned Semantic IDs Empowered Industrial Recommender System. | Wencai Ye, Mingjie Sun, Shaoyun Shi, Peng Wang, Wenjin Wu, Peng Jiang |
| 2025 | CVPR | Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation. | Kunpeng Qiu, Zhiqiang Gao, Zhiying Zhou, Mingjie Sun, Yongxin Guo |
| 2025 | ICCV | Feature Purification Matters: Suppressing Outlier Propagation for Training-Free Open-Vocabulary Semantic Segmentation. | Shuo Jin, Siyue Yu, Bingfeng Zhang, Mingjie Sun, Yi Dong, Jimin Xiao |
| 2025 | ICCV | SweetTok: Semantic-Aware Spatial-Temporal Tokenizer for Compact Video Discretization. | Zhentao Tan, Ben Xue, Jian Jia, Junhao Wang, Wencai Ye, Shaoyun Shi, Mingjie Sun, Wenjin Wu, Quan Chen, Peng Jiang |
| 2025 | ICML | Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding. | Mingyu Jin, Kai Mei, Wujiang Xu, Mingjie Sun, Ruixiang Tang, Mengnan Du, Zirui Liu, Yongfeng Zhang |
| 2025 | ICML | Idiosyncrasies in Large Language Models. | Mingjie Sun, Yida Yin, Zhiqiu Xu, J. Zico Kolter, Zhuang Liu |
| 2025 | IJCAI | Free Lunch of Image-mask Alignment for Anomaly Image Generation and Segmentation. | Xiangyue Li, Xiaoyang Wang, Zhibin Wan, Quan Zhang, Yupei Wu, Tao Deng, Mingjie Sun |
| 2025 | IJCAI | DriftRemover: Hybrid Energy Optimizations for Anomaly Images Synthesis and Segmentation. | Siyue Yao, Haotian Xu, Mingjie Sun, Siyue Yu, Jimin Xiao, Eng Gee Lim |
| 2025 | PRICAI | Training-Free Clothing Region of Interest Self-correction for Virtual Try-On. | Shengjie Lu, Zhibin Wan, Jiejie Liu, Quan Zhang, Mingjie Sun |
| 2024 | ECAI | PromptCD: Coupled and Decoupled Prompt Learning for Vision-Language Models. | Junjie Wu, Mingjie Sun, Chen Gong, Nan Yu, Guohong Fu |
| 2024 | ECAI | Adversarial Erasing Transformer for Weakly Supervised Semantic Segmentation. | Bingfeng Zhang, Siyue Yu, Xuru Gao, Mingjie Sun, Eng Gee Lim, Jimin Xiao |
| 2024 | ICLR | A Simple and Effective Pruning Approach for Large Language Models. | Mingjie Sun, Zhuang Liu, Anna Bair, J. Zico Kolter |
| 2023 | CVPR | Single Image Backdoor Inversion via Robust Smoothed Classifiers. | Mingjie Sun, Zico Kolter |
| 2023 | ICLR | (Certified!!) Adversarial Robustness for Free! | Nicholas Carlini, Florian Tramr, Krishnamurthy (Dj) Dvijotham, Leslie Rice, Mingjie Sun, J. Zico Kolter |
| 2022 | ICANN | An Unsupervised Sentence Embedding Method by Maximizing the Mutual Information of Augmented Text Representations. | Tianye Sheng, Lisong Wang, Zongfeng He, Mingjie Sun, Guohua Jiang |
| 2022 | ICANN | Chinese Named Entity Recognition Using the Improved Transformer Encoder and the Lexicon Adapter. | Mingjie Sun, Lisong Wang, Tianye Sheng, Zongfeng He, Yuhua Huang |
| 2022 | ICANN | Spatial-Temporal Attention Network for Crime Prediction with Adaptive Graph Learning. | Mingjie Sun, Pengyuan Zhou, Hui Tian, Yong Liao, Haiyong Xie |
| 2022 | ICONIP | Multi-relation Word Pair Tag Space for Joint Entity and Relation Extraction. | Mingjie Sun, Lisong Wang, Tianye Sheng, Zongfeng He, Yuhua Huang |
| 2022 | ICPR | MLSAN: Mixed-Lattice Self-Attention Network for Chinese Named Entity Recognition. | Zongfeng He, Lisong Wang, Tianye Sheng, Mingjie Sun, Liang Liu |
| 2021 | CVPR | Iterative Shrinking for Referring Expression Grounding Using Deep Reinforcement Learning. | Mingjie Sun, Jimin Xiao, Eng Gee Lim |
| 2021 | ICCV | Can Shape Structure Features Improve Model Robustness under Diverse Adversarial Settings? | Mingjie Sun, Zichao Li, Chaowei Xiao, Haonan Qiu, Bhavya Kailkhura, Mingyan Liu, Bo Li |
| 2020 | AAAI | Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach. | Bingfeng Zhang, Jimin Xiao, Yunchao Wei, Mingjie Sun, Kaizhu Huang |
| 2020 | CVPR | Fast Template Matching and Update for Video Object Tracking and Segmentation. | Mingjie Sun, Jimin Xiao, Eng Gee Lim, Bingfeng Zhang, Yao Zhao |
| 2020 | ECCV | Feature Representation Matters: End-to-End Learning for Reference-Based Image Super-Resolution. | Yanchun Xie, Jimin Xiao, Mingjie Sun, Chao Yao, Kaizhu Huang |
| 2019 | ICLR | Rethinking the Value of Network Pruning. | Zhuang Liu, Mingjie Sun, Tinghui Zhou, Gao Huang, Trevor Darrell |
| 2008 | APSEC | Extending PSC for Monitoring the Timed Properties in Composite Services. | Pengcheng Zhang, Bixin Li, Zhiyong Su, Mingjie Sun |
| 2008 | APWEB | An Approach to Monitor Scenario-Based Temporal Properties in Web Service Compositions. | Pengcheng Zhang, Bixin Li, Henry Muccini, Mingjie Sun |
| 2008 | COMPSAC | A PSC-Based Approach to Monitor the Timed Properties in Web Service Compositions. | Pengcheng Zhang, Bixin Li, Mingjie Sun, Xufang Gong |
| 2008 | ICWS | Data-Enriched Modeling and Verification of WS-CDL Based on UML Models. | Pengcheng Zhang, Bixin Li, Henry Muccini, Yu Zhou, Mingjie Sun |