Zhongxing Xu

1. More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
   2025/05/23 by Chengzhi Liu, Zhongxing Xu, Liu, Chengzhi +13 · 23 citations
   Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
2. Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation
   2024/03/12 by Feilong Tang, Zhongxing Xu, Tang, Feilong +9 · 4 citations
   Computer Science · #Multimodal Machine Learning Applications #Machine Learning and Data Classification #Human Pose and Action Recognition
3. OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
   2024/06/11 by Ming Hu, Hu, Ming, Peng Xia +25 · 4 citations
   Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Retinal Imaging and Analysis #Surgical Simulation and Training
4. Agents' Last Exam
   2026/06/03 by Yiyou Sun, Xinyang Han, Weichen Zhang +306 · 4 voices
   #cs.AI #cs.CL #cs.LG
5. A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
   2025/08/28 by Mingjun Hu, Hu, Ming, Chenglong Ma +214 · 9 citations
   Computer Science · Materials Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
6. MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
   2025/02/17 by Haochen Xue, Feilong Tang, Xue, Haochen +29 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems