| 2026 | AAAI | CATS: Category-Aware Token-level Steering for Training-Free Redundancy Reduction in Large Reasoning Models. | Mengfei Zhang, Zhenglin Wang |
| 2026 | ACL | When KV Cache Reuse Fails in Multi-Agent Systems: Cross-Candidate Interaction is Crucial for LLM Judges. | Sichu Liang, Zhenglin Wang, Jiajia Chu, Pengfei Xia, Hui Zang, Deyu Zhou |
| 2026 | EACL | Benchmarking Temporal Reasoning and Alignment Across Chinese Dynasties. | Zhenglin Wang, Jialong Wu, Pengfei Li, Yong Jiang, Deyu Zhou |
| 2025 | ACL | SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation. | Jialong Wu, Zhenglin Wang, Linhai Zhang, Yilong Lai, Yulan He, Deyu Zhou |
| 2025 | ACL | WebWalker: Benchmarking LLMs in Web Traversal. | Jialong Wu, Wenbiao Yin, Yong Jiang, Zhenglin Wang, Zekun Xi, Runnan Fang, Linhai Zhang, Yulan He, Deyu Zhou, Pengjun Xie, Fei Huang |
| 2025 | ACL | VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism. | Congzhi Zhang, Jiawei Peng, Zhenglin Wang, Yilong Lai, Haowen Sun, Heng Chang, Fei Ma, Weijiang Yu |
| 2025 | COLING | SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding. | Zhenglin Wang, Jialong Wu, Yilong Lai, Congzhi Zhang, Deyu Zhou |
| 2025 | EMNLP | AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation. | Yilong Lai, Jialong Wu, Zhenglin Wang, Deyu Zhou |
| 2025 | EMNLP | Large Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens. | Ziyang Ma, Qingyue Yuan, Zhenglin Wang, Deyu Zhou |
| 2025 | PDCAT | Design of a Blockchain Plugin for Secure Electronic Medical Records. | Zhenglin Wang, Umair Ullah Tariq, Md. Mamunur Rashid, Yufeng Lin, Steven Gordon, Fariza Sabrina, Salahuddin A. Azad |
| 2024 | COLING | Opinions Are Not Always Positive: Debiasing Opinion Summarization with Model-Specific and Model-Agnostic Methods. | Yanyue Zhang, Yilong Lai, Zhenglin Wang, Pengfei Li, Deyu Zhou, Yulan He |
| 2023 | DICTA | Clustering-TinyPointNet for Fast Large-scale Point Cloud Semantic Segmentation. | Zhenglin Wang, Kerry B. Walsh, Fariza Sabrina, Lasitha Piyathilaka, Yufeng Lin |
| 2022 | COLING | ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation Recognition. | Wei Xiang, Zhenglin Wang, Lu Dai, Bang Wang |
| 2016 | IVCNZ | Automated mango flowering assessment via refinement segmentation. | Zhenglin Wang, Brijesh K. Verma, Kerry B. Walsh, Phul Subedi, Anand Koirala |
| 2014 | PG | Random Sparse Coded Aperture for Lensless Imaging. | Zhenglin Wang, Ivan Lee |
| 2010 | DICTA | Sorted Random Matrix for Orthogonal Matching Pursuit. | Zhenglin Wang, Ivan Lee |
| 2010 | UIC | A Study of Video Coding by Reusing Compressive Sensing Measurements. | Zhenglin Wang, Ivan Lee |