Xinyu Fang

According to our database, Xinyu Fang authored at least 45 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Beyond Mode Collapse: Distribution Matching for Diverse Reasoning.

Xiaozhe Li, Yang Li, Xinyu Fang, Shengyuan Ding, Peiji Li, Yongkang Chen, Yichuan Ma, Tianyi Lyu, Linyang Li, Dahua Lin, Qipeng Guo, Qingwen Liu, Kai Chen

CoRR, May, 2026

WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation.

Shuangrui Ding, Xuanlang Dai, Long Xing, Shengyuan Ding, Ziyu Liu, Yang JingYi, Penghui Yang, Zhixiong Zhang, Xilin Wei, Xinyu Fang, Yubo Ma, Haodong Duan, Jing Shao, Jiaqi Wang, Dahua Lin, Kai Chen, Yuhang Zang

CoRR, May, 2026

Forge: Quality-Aware Reinforcement Learning for NP-Hard Optimization in LLMs.

Xiaozhe Li, Xinyu Fang, Shengyuan Ding, Yang Li, Linyang Li, Haodong Duan, Qingwen Liu, Kai Chen

CoRR, May, 2026

OPT-BENCH: Evaluating the Iterative Self-Optimization of LLM Agents in Large-Scale Search Spaces.

Xiaozhe Li, Jixuan Chen, Xinyu Fang, Shengyuan Ding, Haodong Duan, Qingwen Liu, Kai Chen

CoRR, May, 2026

On the Role of Language Representations in Auto-Bidding: Findings and Implications.

Guanyu Zhu, Jining Luan, Hanwen Du, Xinyu Fang, Sibo Xu, Ersheng Ni, Hongji Li, Jincheng Fang, Ronghao Chen, Huacan Wang, Xuanqi Lan, Yongxin Ni, Yiqi Sun, Youhua Li

CoRR, May, 2026

Introspective Diffusion Language Models.

Yifan Yu, Yuqing Jian, Junxiong Wang, Zhongzhu Zhou, Donglin Zhuang, Xinyu Fang, Sri Yanamandra, Xiaoxia Wu, Qingyang Wu, Shuaiwen Leon Song, Tri Dao, Ben Athiwaratkun, James Zou, Fan Lai, Chenfeng Xu

CoRR, April, 2026

Visual-ERM: Reward Modeling for Visual Equivalence.

Ziyu Liu, Shengyuan Ding, Xinyu Fang, Xuanlang Dai, Penghui Yang, Jianze Liang, Jiaqi Wang, Kai Chen, Dahua Lin, Yuhang Zang

CoRR, March, 2026

PhysicsMind: Sim and Real Mechanics Benchmarking for Physical Reasoning and Prediction in Foundational VLMs and World Models.

Chak-Wing Mak, Guanyu Zhu, Boyi Zhang, Hongji Li, Xiaowei Chi, Kevin Zhang, Yichen Wu, Yangfan He, Chun-Kai Fan, Wentao Lu, Kuangzhi Ge, Xinyu Fang, Hongyang He, Kuan Lu, Tianxiang Xu, Li Zhang, Yongxin Ni, Youhua Li, Shanghang Zhang

CoRR, January, 2026

Millimeter-Wave Information Metasurface Communication Transmitter With Intrinsic Sensing.

Si Ran Wang, Chenfeng Yang, Xinyu Fang, Guan-Long Huang, Jun Yan Dai, Qiang Cheng, Geng-Bo Wu

IEEE Internet Things J., 2026

A Novel Multi-IMU Fusion Positioning Method Using an Adaptive Federated Kalman Filter.

Zhenyang Yu, Bo Cao, Xinyu Fang, Mengyao Li, Linghua Cui, Chao Zhang

IEEE Access, 2026

2025

ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning.

Shengyuan Ding, Xinyu Fang, Ziyu Liu, Yuhang Zang, Yuhang Cao, Xiangyu Zhao, Haodong Duan, Xiaoyi Dong, Jianze Liang, Bin Wang, Conghui He, Dahua Lin, Jiaqi Wang

CoRR, December, 2025

ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning.

Hongwei Liu, Junnan Liu, Shudong Liu, Haodong Duan, Yuqiang Li, Mao Su, Xiaohong Liu, Guangtao Zhai, Xinyu Fang, Qianhong Ma, Taolin Zhang, Zihan Ma, Yufeng Zhao, Peiheng Zhou, Linchen Xiao, Wenlong Zhang, Shijie Zhou, Xingjian Ma, Siqi Sun, Jiaye Ge, Meng Li, Yuhong Liu, Jianxin Dong, Jiaying Li, Hui Wu, Hanwen Liang, Jintai Lin, Yanting Wang, Jie Dong, Tong Zhu, Tianfan Fu, Conghui He, Qi Zhang, Songyang Zhang, Lei Bai, Kai Chen

CoRR, November, 2025

NP-Engine: Empowering Optimization Reasoning in Large Language Models with Verifiable Synthetic NP Problems.

Xiaozhe Li, Xinyu Fang, Shengyuan Ding, Linyang Li, Haodong Duan, Qingwen Liu, Kai Chen

CoRR, October, 2025

IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video?

Yang Chen, Minghao Liu, Yufan Shen, Yunwen Li, Tianyuan Huang, Xinyu Fang, Tianyu Zheng, Wenxuan Huang, Cheng Yang, Daocheng Fu, Jianbiao Mei, Rong Wu, Licheng Wen, Xuemeng Yang, Song Mao, Qunshu Lin, Zhi Yu, Yongliang Shen, Yu Qiao, Botian Shi

CoRR, September, 2025

Wireless Secure Communication Links Established by Diverse Code-Frequency Joint Modulated Metasurfaces.

Xinyu Fang, Mengmeng Li, Xuezhi Zheng, Guy A. E. Vandenbosch, Dazhi Ding

IEEE Internet Things J., August, 2025

OPT-BENCH: Evaluating LLM Agent on Large-Scale Search Spaces Optimization Problems.

Xiaozhe Li, Jixuan Chen, Xinyu Fang, Shengyuan Ding, Haodong Duan, Qingwen Liu, Kai Chen

CoRR, June, 2025

Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM.

Xinyu Fang, Zhijian Chen, Kai Lan, Lixin Ma, Shengyuan Ding, Yingji Liang, Xiangyu Zhao, Farong Wen, Zicheng Zhang, Guofeng Zhang, Haodong Duan, Kai Chen, Dahua Lin

CoRR, March, 2025

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference.

Xiangyu Zhao, Shengyuan Ding, Zicheng Zhang, Haian Huang, Maosong Cao, Weiyun Wang, Jiaqi Wang, Xinyu Fang, Wenhai Wang, Guangtao Zhai, Haodong Duan, Hua Yang, Kai Chen

CoRR, February, 2025

Direction-of-Arrival Estimation Against Direct Wave Interference Based on Space-Time Modulated Metasurface in Code Domain.

Xinyu Fang, Jie Wu, Mengmeng Li, Dazhi Ding

IEEE Internet Things J., 2025

Large multimodal models evaluation: a survey.

Zicheng Zhang, Junying Wang, Farong Wen, Yijin Guo, Xiangyu Zhao, Xinyu Fang, Shengyuan Ding, Ziheng Jia, Jiahao Xiao, Ye Shen, Yushuo Zheng, Xiaorong Zhu, Yalun Wu, Ziheng Jiao, Wei Sun, Zijian Chen, Kaiwei Zhang, Kang Fu, Yuqin Cao, Ming Hu, Yue Zhou, Xuemei Zhou, Juntai Cao, Wei Zhou, Jinyu Cao, Ronghui Li, Donghao Zhou, Yuan Tian, Xiangyang Zhu, Chunyi Li, Haoning Wu, Xiaohong Liu, Junjun He, Yu Zhou, Hui Liu, Lin Zhang, Zesheng Wang, Huiyu Duan, Yingjie Zhou, Xiongkuo Min, Qi Jia, Dongzhan Zhou, Wenlong Zhang, Jiezhang Cao, Xue Yang, Junzhi Yu, Songyang Zhang, Haodong Duan, Guangtao Zhai

Sci. China Inf. Sci., 2025

Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM.

Hejie Cui, Xinyu Fang, Ran Xu, Xuan Kan, Joyce C. Ho, Carl Yang

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

Creation-Mmbench: Assessing Context-Aware Creative Intelligence in Mllms.

Xinyu Fang, Zhijian Chen, Kai Lan, Lixin Ma, Shengyuan Ding, Yingji Liang, Xiangyu Zhao, Farong Wen, Zicheng Zhang, Guofeng Zhang, Haodong Duan, Kai Chen, Dahua Lin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Empower Vision Applications with LoRA LMM.

Liang Mi, Weijun Wang, Wenming Tu, Qingfeng He, Rui Kong, Xinyu Fang, Yazhu Dong, Yikang Zhang, Yuanchun Li, Meng Li, Haipeng Dai, Guihai Chen, Yunxin Liu

Proceedings of the Twentieth European Conference on Computer Systems, 2025

OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference.

Xiangyu Zhao, Shengyuan Ding, Zicheng Zhang, Haian Huang, Maosongcao, Jiaqi Wang, Weiyun Wang, Xinyu Fang, Wenhai Wang, Guangtao Zhai, Hua Yang, Haodong Duan, Kai Chen

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Redundancy Principles for MLLMs Benchmarks.

Zicheng Zhang, Xiangyu Zhao, Xinyu Fang, Chunyi Li, Xiaohong Liu, Xiongkuo Min, Haodong Duan, Kai Chen, Guangtao Zhai

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation.

Qiyue Gao, Xinyu Pi, Kevin Liu, Junrong Chen, Ruolan Yang, Xinqi Huang, Xinyu Fang, Lu Sun, Gautham Kishore, Bo Ai, Stone Tao, Mengyang Liu, Jiaxi Yang, Chao-Jung Lai, Chuanyang Jin, Jiannan Xiang, Benhao Huang, Zeming Chen, David Danks, Hao Su, Tianmin Shu, Ziqiao Ma, Lianhui Qin, Zhiting Hu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

MuMA-ToM: Multi-modal Multi-Agent Theory of Mind.

Haojun Shi, Suyu Ye, Xinyu Fang, Chuanyang Jin, Leyla Isik, Yen-Ling Kuo, Tianmin Shu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

EM Scattering Center Model-Guided Passive SAR Deception Using Diverse Frequency Time-Modulation.

Xinyu Fang, Mengmeng Li, Shaoran Wang, Xia Ai, Weidong Wang, Jiaqi Liu, Dazhi Ding

IEEE Trans. Geosci. Remote. Sens., 2024

Generalized point configurations in Fqd.

Paige Bright, Xinyu Fang, Barrett Heritage, Alex Iosevich, Tingsong Jiang, Hans Parshall, Maxwell Sun

Finite Fields Their Appl., 2024

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs.

Chaoyou Fu, Yifan Zhang, Shukang Yin, Bo Li, Xinyu Fang, Sirui Zhao, Haodong Duan, Xing Sun, Ziwei Liu, Liang Wang, Caifeng Shan, Ran He

CoRR, 2024

V-LoRA: An Efficient and Flexible System Boosts Vision Applications with LoRA LMM.

Liang Mi, Weijun Wang, Wenming Tu, Qingfeng He, Rui Kong, Xinyu Fang, Yazhu Dong, Yikang Zhang, Yunchun Li, Meng Li, Haipeng Dai, Guihai Chen, Yunxin Liu

CoRR, 2024

JieHua Paintings Style Feature Extracting Model using Stable Diffusion with ControlNet.

Yujia Gu, Haofeng Li, Xinyu Fang, Zihan Peng, Yinan Peng

CoRR, 2024

A New Chinese Landscape Paintings Generation Model based on Stable Diffusion using DreamBooth.

Yujia Gu, Xinyu Fang, Xueyuan Deng, Zihan Peng, Yinan Peng

CoRR, 2024

LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design.

Rui Kong, Qiyang Li, Xinyu Fang, Qingtian Feng, Qingfeng He, Yazhu Dong, Weijun Wang, Yuanchun Li, Linghe Kong, Yunxin Liu

CoRR, 2024

Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs.

Yuxuan Qiao, Haodong Duan, Xinyu Fang, Junming Yang, Lin Chen, Songyang Zhang, Jiaqi Wang, Dahua Lin, Kai Chen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding.

Xinyu Fang, Kangrui Mao, Haodong Duan, Xiangyu Zhao, Yining Li, Dahua Lin, Kai Chen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

VLMEvalKit: An Open-Source ToolKit for Evaluating Large Multi-Modality Models.

Haodong Duan, Junming Yang, Yuxuan Qiao, Xinyu Fang, Lin Chen, Yuan Liu, Xiaoyi Dong, Yuhang Zang, Pan Zhang, Jiaqi Wang, Dahua Lin, Kai Chen

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs.

Jingming Zhuo, Songyang Zhang, Xinyu Fang, Haodong Duan, Dahua Lin, Kai Chen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting.

Hejie Cui, Xinyu Fang, Zihan Zhang, Ran Xu, Xuan Kan, Xin Liu, Yue Yu, Manling Li, Yangqiu Song, Carl Yang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2017

Optimized throughput improvement of assembly flow line with digital twin online analytics.

Heqing Sun, Cheng Li, Xinyu Fang, Hao Gu

Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, 2017

Path generation and tuning with touchscreen device for industrial robot.

Xinyu Fang, Cheng Li, Hao Gu

Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, 2017

2015

On-site usage-data drives industrial robot design improvement.

Jiafan Zhang, Xinyu Fang

Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

2014

LCM cycle based optimal scheduling in robotic cell with parallel workstations.

Jiafan Zhang, Xinyu Fang, Liwei Qi

Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Hybrid algorithm based scheduling optimization in robotic cell with dual-gripper.

Na Li, Jie Cheng, Xinyu Fang, Jiafan Zhang

Proceedings of the IEEE International Conference on Information and Automation, 2014

2013

Robot move scheduling optimization for maximizing cell throughput with constraints in real-life engineering.

Jiafan Zhang, Xinyu Fang

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013