| 2025 | EMNLP | Towards Efficient CoT Distillation: Self-Guided Rationale Selector for Better Performance with Fewer Rationales. | Jianzhi Yan, Le Liu, Youcheng Pan, Shiwei Chen, Yang Xiang, Buzhou Tang |
| 2025 | EMNLP | From Long to Lean: Performance-aware and Adaptive Chain-of-Thought Compression via Multi-round Refinement. | Jianzhi Yan, Le Liu, Youcheng Pan, Shiwei Chen, Zike Yuan, Yang Xiang, Buzhou Tang |
| 2025 | ICLR | Centrality-guided Pre-training for Graph. | Bin Liang, Shiwei Chen, Lin Gui, Hui Wang, Yue Yu, Ruifeng Xu, Kam-Fai Wong |
| 2025 | ICML | Learning Event Completeness for Weakly Supervised Video Anomaly Detection. | Yu Wang, Shiwei Chen |
| 2024 | AAAI | Enhancing Multi-Label Classification via Dynamic Label-Order Learning. | Jiangnan Li, Yice Zhang, Shiwei Chen, Ruifeng Xu |
| 2024 | ACL | Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction. | Yice Zhang, Jie Zeng, Weiming Hu, Ziyi Wang, Shiwei Chen, Ruifeng Xu |
| 2024 | EMNLP | Multiple Knowledge-Enhanced Interactive Graph Network for Multimodal Conversational Emotion Recognition. | Geng Tu, Jun Wang, Zhenyu Li, Shiwei Chen, Bin Liang, Xi Zeng, Min Yang, Ruifeng Xu |
| 2023 | ACL | An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis. | Yice Zhang, Yifan Yang, Bin Liang, Shiwei Chen, Bing Qin, Ruifeng Xu |
| 2023 | EMNLP | Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction. | Yice Zhang, Yifan Yang, Meng Li, Bin Liang, Shiwei Chen, Ruifeng Xu |
| 2022 | EMNLP | Boundary-Driven Table-Filling for Aspect Sentiment Triplet Extraction. | Yice Zhang, Yifan Yang, Yihui Li, Bin Liang, Shiwei Chen, Yixue Dang, Min Yang, Ruifeng Xu |
| 2021 | ICICS | Security Analysis of Even-Mansour Structure Hash Functions. | Shiwei Chen, Ting Cui, Chenhui Jin |
| 2018 | WSC | Machine Learning based Construction simulation and Optimization. | Kailun Feng, Shiwei Chen, Weizhuo Lu |
| 2009 | SECRYPT | A Second Preimage Attack on the Merkle-Damgard Scheme with a Permutation for Hash Functions. | Shiwei Chen, Chenhui Jin |