Li, Zongxia

1. R-Zero: Self-Evolving Reasoning LLM from Zero Data
   2025/08/07 by Chengsong Huang, Wenhao Yu, Huang, Chengsong +15 · 12 voices · 49 citations
   #cs.LG #cs.AI #cs.CL
2. HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models
   2023/10/23 by Tianrui Guan, Fuxiao Liu, Guan, Tianrui +16 · 107 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. Self-Rewarding Vision-Language Model via Reasoning Decomposition
   2025/08/27 by Li, Zongxia, Yu, Wenhao, Huang, Chengsong +8 · 32 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Towards Understanding In-Context Learning with Contrastive Demonstrations and Saliency Maps
   2023/07/11 by Fuxiao Liu, Liu, Fuxiao, Paiheng Xu +6 · 4 citations
   Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
5. VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations on Synthetic Video Understanding
   2025/05/02 by Zongxia Li, Xiyang Wu, Li, Zongxia +15 · 8 citations
   Computer Science · #Multimodal Machine Learning Applications #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis
6. Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender?
   2024/06/15 by An, Haozhe, Acquaye, Christabel, Wang, Colin +2 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation
   2025/06/18 by Zongxia Li, Yapei Chang, Li, Zongxia +10 · 4 citations
   Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Simulation Techniques and Applications
8. Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of Topic Models
   2025/02/20 by Li, Zongxia, Calvo-Bartolomé, Lorena, Hoyle, Alexander +4 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. VisPlay: Self-Evolving Vision-Language Models from Images
   2025/11/19 by Yicheng He, Chengsong Huang, He, Yicheng +7 · 4 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Reinforcement Learning in Robotics