Lichang Chen

1. HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models
   2023/10/23 by Tianrui Guan, Guan, Tianrui, Fuxiao Liu +16 · 119 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
2. From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning
   2023/08/23 by Ming Li, Yong Zhang, Li, Ming +15 · 42 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
3. AlpaGasus: Training A Better Alpaca with Fewer Data
   2023/07/17 by Lichang Chen, Shiyang Li, Chen, Lichang +19 · 30 citations
   Computer Science · #Video Analysis and Summarization
4. Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection
   2023/07/31 by Jun Yan, Vikas Yadav, Yan, Jun +15 · 30 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Topic Modeling #Ferroelectric and Negative Capacitance Devices
5. Unbiased Watermark for Large Language Models
   2023/09/22 by Zhengmian Hu, Hu, Zhengmian, Lichang Chen +9 · 23 citations
   Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
6. ODIN: Disentangled Reward Mitigates Hacking in RLHF
   2024/02/11 by Lichang Chen, Chen, Lichang, Chen Zhu +15 · 19 citations
   Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Healthcare Technology and Patient Monitoring #Machine Learning (cs.LG)
7. RRM: Robust Reward Model Training Mitigates Reward Hacking
   2024/09/20 by Tianqi Liu, Liu, Tianqi, Wei Xiong +33 · 17 citations
   Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Automation Interaction and Safety
8. Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection
   2024/02/19 by Ruibo Chen, Chen, Ruibo, Yihan Wu +15 · 12 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Video Analysis and Summarization
9. InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models
   2023/06/05 by Lichang Chen, Chen, Lichang, Jiuhai Chen +7 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
10. How Many Demonstrations Do You Need for In-context Learning?
    2023/03/14 by Jiuhai Chen, Lichang Chen, Chen, Jiuhai +5 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
11. Self-rewarding correction for mathematical reasoning
    2025/02/26 by Wei Xiong, Hanning Zhang, Xiong, Wei +9 · 15 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
12. When do you need Chain-of-Thought Prompting for ChatGPT?
    2023/04/06 by Jiuhai Chen, Lichang Chen, Chen, Jiuhai +5 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Stochastic Gradient Optimization Techniques #Topic Modeling
13. Learning to Reason via Mixture-of-Thought for Logical Reasoning
    2025/05/21 by Tong Zheng, Lichang Chen, Zheng, Tong +7 · 14 citations
    Computer Science · #Logic, Reasoning, and Knowledge
14. Reflection-Tuning: Data Recycling Improves LLM Instruction-Tuning
    2023/10/18 by Ming Li, Li, Ming, Lichang Chen +11 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
15. The Last Human-Written Paper: Agent-Native Research Artifacts
    2026/04/27 by Jiachen Liu, Jiaxin Pei, Jintao Huang +34 · 3 voices
    Computer Science · #cs.LG
16. OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities
    2024/10/16 by Lichang Chen, Chen, Lichang, Hexiang Hu +19 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
17. PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer
    2023/05/03 by Lichang Chen, Heng Huang, Chen, Lichang +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
18. Backdoor Learning on Sequence to Sequence Models
    2023/05/03 by Lichang Chen, Minhao Cheng, Chen, Lichang +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Digital Media Forensic Detection #FOS: Computer and information sciences
19. Spectrum AUC Difference (SAUCD): Human-aligned 3D Shape Evaluation
    2024/03/03 by Tianyu Luan, Zhong Li, Luan, Tianyu +11 · 2 citations
    Engineering · #Anatomy and Medical Technology