Leong, Chak Tou
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs
2025/02/17 by Xia, Heming, Chak Tou Leong, Wenjie Wang +6 · 61 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation
- Self-Detoxifying Language Models via Toxification Reversal
2023/10/14 by Chak Tou Leong, Leong, Chak Tou, Yi Cheng +7 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution
2025/05/27 by Wang, Hanlin, Leong, Chak Tou, Wang, Jiashuo +2 · 18 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Video-Bench: Human-Aligned Video Generation Benchmark
2025/04/07 by Hui Han, Han, Hui, Shitian Li +22 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Video Quality Assessment #Multimodal Machine Learning Applications
- Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning
2024/10/07 by Qingyu Yin, Yin, Qingyu, Xuzheng He +13 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismology and Earthquake Studies
- Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection
2024/12/11 by Jiaqi Chen, Chen, Jiaqi, Tianyang Liu +22 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
- STeCa: Step-level Trajectory Calibration for LLM Agent Learning
2025/02/20 by Hanlin Wang, Jian Wang, Wang, Hanlin +5 · 5 citations
Engineering · Computer Science · #Advanced Data Processing Techniques #Anomaly Detection Techniques and Applications #Natural Language Processing Techniques
- Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue
2024/02/10 by Jian Wang, Chak Tou Leong, Wang, Jian +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems
- E2CL: Exploration-based Error Correction Learning for Embodied Agents
2024/09/05 by Hanlin Wang, Wang, Hanlin, Chak Tou Leong +5 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
- Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation
2023/10/11 by Wang, Jian, Cheng, Yi, Lin, Dongding +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- COOPER: Coordinating Specialized Agents towards a Complex Dialogue Goal
2023/12/19 by Cheng, Yi, Liu, Wenge, Wang, Jian +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback
2024/01/11 by Wang, Jiashuo, Xu, Chunpu, Leong, Chak Tou +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Why Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region
2025/02/19 by Chak Tou Leong, Qingyu Yin, Leong, Chak Tou +5 · 2 citations
Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Maritime Navigation and Safety
- Constrain Alignment with Sparse Autoencoders
2024/11/12 by Yin, Qingyu, Leong, Chak Tou, Zhu, Minjun +7 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- No Two Devils Alike: Unveiling Distinct Mechanisms of Fine-tuning Attacks
2024/05/25 by Leong, Chak Tou, Cheng, Yi, Xu, Kaishuai +3 · 1 citation
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- AutoPal: Autonomous Adaptation to Users for Personal AI Companionship
2024/06/20 by Cheng, Yi, Liu, Wenge, Xu, Kaishuai +6 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Induction Head Toxicity Mechanistically Explains Repetition Curse in Large Language Models
2025/05/17 by Shuxun Wang, Qingyu Yin, Wang, Shuxun +7 · 2 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
- Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing
2024/10/09 by Kaishuai Xu, Tiezheng Yu, Xu, Kaishuai +17 · 1 citation
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Pharmacological Effects and Assays #Receptor Mechanisms and Signaling #Software Engineering Research
- Scaling over Scaling: Exploring Test-Time Scaling Plateau in Large Reasoning Models
2025/05/26 by Wang, Jian, Zhu, Boyan, Leong, Chak Tou +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)