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Chak Tou Leong

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

21

Venues

7

Active years

2022–2026

Best venue rank

A*

Where they publish

Papers

21 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLFinding RELIEF: Shaping Reasoning Behavior without Reasoning Supervision via Belief Engineering.Chak Tou Leong, Dingwei Chen, Heming Xia, Qingyu Yin, Sunbowen Lee, Jian Wang, Wenjie Li
2026ACLSeeing Isn't Believing: Mitigating Belief Inertia via Active Intervention in Embodied Agents.Hanlin Wang, Chak Tou Leong, Jian Wang, Wenjie Li
2026ACLMerlin's Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting.Heming Xia, Cunxiao Du, Rui Li, Chak Tou Leong, Yongqi Li, Wenjie Li
2026EACLKNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization.Mingbo Song, Heming Xia, Jun Zhang, Chak Tou Leong, Qiancheng Xu, Wenjie Li, Sujian Li
2025AAAIImitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection.Jiaqi Chen, Xiaoye Zhu, Tianyang Liu, Ying Chen, Xinhui Chen, Yiwen Yuan, Chak Tou Leong, Zuchao Li, Tang Long, Lei Zhang, Chenyu Yan, Guanghao Mei, Jie Zhang, Lefei Zhang
2025ACLWhy Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region.Chak Tou Leong, Qingyu Yin, Jian Wang, Wenjie Li
2025ACLSTeCa: Step-level Trajectory Calibration for LLM Agent Learning.Hanlin Wang, Jian Wang, Chak Tou Leong, Wenjie Li
2025ACLSubtle Errors in Reasoning: Preference Learning via Error-injected Self-editing.Kaishuai Xu, Tiezheng Yu, Wenjun Hou, Yi Cheng, Chak Tou Leong, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li
2025CVPRSymbolic Representation for Any-to-Any Generative Tasks.Jiaqi Chen, Xiaoye Zhu, Yue Wang, Tianyang Liu, Xinhui Chen, Ying Chen, Chak Tou Leong, Yifei Ke, Joseph Liu, Yiwen Yuan, Julian J. McAuley, Li-jia Li
2025CVPRVideo-Bench: Human-Aligned Video Generation Benchmark.Hui Han, Siyuan Li, Jiaqi Chen, Yiwen Yuan, Yuling Wu, Yufan Deng, Chak Tou Leong, Hanwen Du, Junchen Fu, Youhua Li, Jie Zhang, Chi Zhang, Li-jia Li, Yongxin Ni
2025EMNLPExpanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation.Dingwei Chen, Ziqiang Liu, Feiteng Fang, Chak Tou Leong, Shiwen Ni, Ahmadreza Argha, Hamid Alinejad-Rokny, Min Yang, Chengming Li
2025EMNLPTokenSkip: Controllable Chain-of-Thought Compression in LLMs.Heming Xia, Chak Tou Leong, Wenjie Wang, Yongqi Li, Wenjie Li
2025ICMLConstrain Alignment with Sparse Autoencoders.Qingyu Yin, Chak Tou Leong, Hongbo Zhang, Minjun Zhu, Hanqi Yan, Qiang Zhang, Yulan He, Wenjie Li, Jun Wang, Yue Zhang, Linyi Yang
2024AAAICooper: Coordinating Specialized Agents towards a Complex Dialogue Goal.Yi Cheng, Wenge Liu, Jian Wang, Chak Tou Leong, Yi Ouyang, Wenjie Li, Xian Wu, Yefeng Zheng
2024ACLInstruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue.Jian Wang, Chak Tou Leong, Jiashuo Wang, Dongding Lin, Wenjie Li, Xiaoyong Wei
2024ACLMuffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback.Jiashuo Wang, Chunpu Xu, Chak Tou Leong, Wenjie Li, Jing Li
2024EMNLPE²CL: Exploration-based Error Correction Learning for Embodied Agents.Hanlin Wang, Chak Tou Leong, Jian Wang, Wenjie Li
2024EMNLPDeeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning.Qingyu Yin, Xuzheng He, Chak Tou Leong, Fan Wang, Yanzhao Yan, Xiaoyu Shen, Qiang Zhang
2023EMNLPSelf-Detoxifying Language Models via Toxification Reversal.Chak Tou Leong, Yi Cheng, Jiashuo Wang, Jian Wang, Wenjie Li
2023EMNLPTarget-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation.Jian Wang, Yi Cheng, Dongding Lin, Chak Tou Leong, Wenjie Li
2022WACVTask Adaptive Network for Image Restoration with Combined Degradation Factors.Jingyuan Zhou, Chak Tou Leong, MinYi Lin, Wantong Liao, Congduan Li