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ORCIDZhengqing Yuan
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2020 – today
- 2026
[j2]Peiyuan Jing
, Kinhei Lee, Zhenxuan Zhang, Huichi Zhou, Zhengqing Yuan, Zhifan Gao, Lei Zhu, Giorgos Papanastasiou, Yingying Fang, Guang Yang:
Reason like a radiologist: Chain-of-thought and reinforcement learning for verifiable report generation. Medical Image Anal. 109: 103910 (2026)- [c10]Yunhong He, Zhengqing Yuan, Weixiang Sun, Yiyang Li, Yixin Liu, Yanfang Ye, Lichao Sun:
Vision-MoR: Scaling Vision Transformer via Patch-Level Mixture-of-Recursions. AAAI 2026: 4699-4707 - [c9]Yunhong He, Zhengqing Yuan, Zhengzhong Tu, Yanfang Ye, Lichao Sun:
3D4D: An Interactive, Editable, 4D World Model via 3D Video Generation. AAAI 2026: 41595-41597 - [c8]Zheyuan Zhang, Kaiwen Shi, Zhengqing Yuan, Zehong Wang, Tianyi Ma, Keerthiram Murugesan, Vincent Galassi, Chuxu Zhang, Yanfang Ye:
AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering. ACL (1) 2026: 788-809 - [c7]Han Bao, Penghao Zhang, Yue Huang, Zhengqing Yuan, Yanchi Ru, S. U. Rui, Yujun Zhou, Xiangqi Wang, Kehan Guo, Nitesh V. Chawla, Yanfang Ye, Xiangliang Zhang:
PolicyLLM: Towards Excellent Comprehension of Public Policy for Large Language Models. ACL (Findings) 2026: 2249-2274 - [c6]Yiyang Li, Zehong Wang, Zhengqing Yuan, Zheyuan Zhang, Keerthiram Murugesan, Chuxu Zhang, Yanfang Ye:
Interpretable Graph-Language Modeling for Detecting Youth Illicit Drug Use. EACL (Findings) 2026: 3630-3647 - [c5]Kaiwen Shi, Zheyuan Zhang, Zhengqing Yuan, Keerthiram Murugesan, Vincent Galassi, Chuxu Zhang, Yanfang Ye:
NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering. EACL (Volume 1: Long Papers) 2026: 7508-7527 - [c4]Xiaoyu Ma, Zhengqing Yuan, Zheyuan Zhang, Kaiwen Shi, Lichao Sun, Yanfang Ye:
BLURR: A Boosted Low-Resource Inference for Vision-Language-Action Model. WWW (Companion Volume) 2026: 225-228 - [i32]Han Bao, Zheyuan Zhang, Pengcheng Jing, Zhengqing Yuan, Kaiwen Shi, Yanfang Ye:
Drift-Bench: Diagnosing Cooperative Breakdowns in LLM Agents under Input Faults via Multi-Turn Interaction. CoRR abs/2602.02455 (2026) - [i31]Zhengqing Yuan, Kaiwen Shi, Zheyuan Zhang, Lichao Sun, Nitesh V. Chawla, Yanfang Ye:
CiteAudit: You Cited It, But Did You Read It? A Benchmark for Verifying Scientific References in the LLM Era. CoRR abs/2602.23452 (2026) - [i30]Kai Zhang, Zhengqing Yuan, Cheng Peng, Songlin Zhao, Mengxian Lyu, Ziyi Chen, Yanfang Ye, Wei Liu, Ying Zhang, Kaleb E. Smith, Lifang He, Lichao Sun, Yonghui Wu:
MedGPT-oss: Training a General-Purpose Vision-Language Model for Biomedicine. CoRR abs/2603.00842 (2026) - [i29]Zhengqing Yuan, Hanchi Sun, Lichao Sun, Yanfang Ye:
MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU. CoRR abs/2604.05091 (2026) - [i28]Han Bao, Penghao Zhang, Yue Huang, Zhengqing Yuan, Yanchi Ru, Rui Su, Yujun Zhou, Xiangqi Wang, Kehan Guo, Nitesh V. Chawla, Yanfang Ye, Xiangliang Zhang:
PolicyLLM: Towards Excellent Comprehension of Public Policy for Large Language Models. CoRR abs/2604.12995 (2026) - [i27]Yue Huang, Yuchen Ma, Jiayi Ye, Wenjie Wang, Zipeng Ling, Xingjian Hu, Yuexing Hao, Zichen Chen, Zhangchen Xu, Yunhong He, Zhengqing Yuan, Yujun Zhou, Kehan Guo, Chaoran Chen, Toby Jia-Jun Li, Stefan Feuerriegel, Xiangliang Zhang:
NARRA-Gym for Evaluating Interactive Narrative Agents. CoRR abs/2605.08503 (2026) - [i26]Yichen Feng, Yuetai Li, Chunjiang Liu, Yuanyuan Chen, Fengqing Jiang, Yue Huang, Hang Hua, Zhengqing Yuan, Kaiyuan Zheng, Luyao Niu, Bhaskar Ramasubramanian, Basel Alomair, Xiangliang Zhang, Misha Sra, Zichen Chen, Radha Poovendran, Zhangchen Xu:
Visual Aesthetic Benchmark: Can Frontier Models Judge Beauty? CoRR abs/2605.12684 (2026) - [i25]Wenjie Wang, Yue Huang, Zhengqing Yuan, Han Bao, Shiyi Du, Yuchen Ma, Yue Zhao, Yanfang Ye, Zhaoxiang Zhang:
SpecAlign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data. CoRR abs/2606.16276 (2026) - [i24]Zhengtao Yao, Runhao Li, Xupeng Chen, Jiayi Cheng, Chenqian Le, Michael Yue, Jesson Wang, Siheng Wang, Guang Yang, Haoyan Xu, Chenhao Wei, Zhengqing Yuan, Youran Shen, Yanfang Ye, Junhao Dong:
PreDiff-LM: Pretrained Discrete Masked Diffusion Language Modeling with Hybrid Attention. CoRR abs/2607.25157 (2026) - 2025
- [c3]Yue Huang, Zhengzhe Jiang, Xiaonan Luo, Kehan Guo, Haomin Zhuang, Yujun Zhou, Zhengqing Yuan, Xiaoqi Sun, Jules Schleinitz, Yanbo Wang, Shuhao Zhang, Mihir Surve, Nitesh V. Chawla, Olaf Wiest, Xiangliang Zhang:
ChemOrch: Empowering LLMs with Chemical Intelligence via Groundbreaking Synthetic Instructions. NeurIPS 2025 - [i23]Peiyuan Jing, Kinhei Lee, Zhenxuan Zhang, Huichi Zhou, Zhengqing Yuan, Zhifan Gao, Lei Zhu, Giorgos Papanastasiou, Yingying Fang, Guang Yang:
Reason Like a Radiologist: Chain-of-Thought and Reinforcement Learning for Verifiable Report Generation. CoRR abs/2504.18453 (2025) - [i22]Zhengqing Yuan, Weixiang Sun, Yixin Liu, Huichi Zhou, Rong Zhou, Yiyang Li, Zheyuan Zhang, Wei Song, Yue Huang, Haolong Jia, Keerthiram Murugesan, Yu Wang, Lifang He, Jianfeng Gao, Lichao Sun, Yanfang Ye:
EfficientLLM: Efficiency in Large Language Models. CoRR abs/2505.13840 (2025) - [i21]Zehong Wang, Zheyuan Liu, Tianyi Ma, Jiazheng Li, Zheyuan Zhang, Xingbo Fu, Yiyang Li, Zhengqing Yuan, Wei Song, Yijun Ma, Qingkai Zeng, Xiusi Chen, Jianan Zhao, Jundong Li, Meng Jiang, Pietro Lio, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye:
Graph Foundation Models: A Comprehensive Survey. CoRR abs/2505.15116 (2025) - [i20]Yue Huang, Zhengzhe Jiang, Xiaonan Luo, Kehan Guo, Haomin Zhuang, Yujun Zhou, Zhengqing Yuan, Xiaoqi Sun, Jules Schleinitz, Yanbo Wang, Shuhao Zhang, Mihir Surve, Nitesh V. Chawla, Olaf Wiest, Xiangliang Zhang:
ChemOrch: Empowering LLMs with Chemical Intelligence via Synthetic Instructions. CoRR abs/2509.16543 (2025) - [i19]Zheyuan Zhang, Kaiwen Shi, Zhengqing Yuan, Zehong Wang, Tianyi Ma, Keerthiram Murugesan, Vincent Galassi, Chuxu Zhang, Yanfang Ye:
AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering. CoRR abs/2510.05445 (2025) - [i18]Kaiwen Shi, Zheyuan Zhang, Zhengqing Yuan, Keerthiram Murugesan, Vincent Galassi, Chuxu Zhang, Yanfang Ye:
NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering. CoRR abs/2510.09854 (2025) - [i17]Yiyang Li, Zehong Wang, Zhengqing Yuan, Zheyuan Zhang, Keerthiram Murugesan, Chuxu Zhang, Yanfang Ye:
Interpretable Graph-Language Modeling for Detecting Youth Illicit Drug Use. CoRR abs/2510.15961 (2025) - [i16]Yunhong He, Zhengqing Yuan, Zhengzhong Tu, Yanfang Ye, Lichao Sun:
3D4D: An Interactive, Editable, 4D World Model via 3D Video Generation. CoRR abs/2511.08536 (2025) - [i15]Xiaoyu Ma, Zhengqing Yuan, Zheyuan Zhang, Kaiwen Shi, Lichao Sun, Yanfang Ye:
BLURR: A Boosted Low-Resource Inference for Vision-Language-Action Models. CoRR abs/2512.11769 (2025) - 2024
- [i14]Yunhong He, Jianling Qiu, Wei Zhang, Zhengqing Yuan:
Fortifying Ethical Boundaries in AI: Advanced Strategies for Enhancing Security in Large Language Models. CoRR abs/2402.01725 (2024) - [i13]Yixin Liu, Kai Zhang, Yuan Li, Zhiling Yan, Chujie Gao, Ruoxi Chen, Zhengqing Yuan, Yue Huang, Hanchi Sun, Jianfeng Gao, Lifang He, Lichao Sun:
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models. CoRR abs/2402.17177 (2024) - [i12]Zhengqing Yuan, Ruoxi Chen, Zhaoxu Li, Haolong Jia, Lifang He, Chi Wang, Lichao Sun:
Mora: Enabling Generalist Video Generation via A Multi-Agent Framework. CoRR abs/2403.13248 (2024) - [i11]Zhengqing Yuan, Rong Zhou, Hongyi Wang, Lifang He, Yanfang Ye, Lichao Sun:
ViT-1.58b: Mobile Vision Transformers in the 1-bit Era. CoRR abs/2406.18051 (2024) - [i10]Weixiang Sun, Xiaocao You, Ruizhe Zheng, Zhengqing Yuan, Xiang Li, Lifang He, Quanzheng Li, Lichao Sun:
Bora: Biomedical Generalist Video Generation Model. CoRR abs/2407.08944 (2024) - [i9]Zhiling Yan, Weixiang Sun, Rong Zhou, Zhengqing Yuan, Kai Zhang, Yiwei Li, Tianming Liu, Quanzheng Li, Xiang Li, Lifang He, Lichao Sun:
Biomedical SAM 2: Segment Anything in Biomedical Images and Videos. CoRR abs/2408.03286 (2024) - [i8]Rong Zhou, Zhengqing Yuan, Zhiling Yan, Weixiang Sun, Kai Zhang, Yiwei Li, Yanfang Ye, Xiang Li, Lifang He, Lichao Sun:
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation. CoRR abs/2409.11299 (2024) - [i7]Yunhong He, Yifeng Xie, Zhengqing Yuan, Lichao Sun:
MLP-KAN: Unifying Deep Representation and Function Learning. CoRR abs/2410.03027 (2024) - [i6]Yue Huang, Zhengqing Yuan, Yujun Zhou, Kehan Guo, Xiangqi Wang, Haomin Zhuang, Weixiang Sun, Lichao Sun, Jindong Wang, Yanfang Ye, Xiangliang Zhang:
Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations? CoRR abs/2410.23426 (2024) - 2023
- [j1]Huiwen Xue, Chenxin Sun, Mingcheng Tang, Chenrui Hu, Zhengqing Yuan, Min Huang, Zhongzhe Xiao:
Effective acoustic parameters for automatic classification of performed and synthesized Guzheng music. EURASIP J. Audio Speech Music. Process. 2023(1): 50 (2023) - [c2]Zhengqing Yuan, Huiwen Xue, Chao Zhang, Yongming Liu:
Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing Systems. IntelliSys (1) 2023: 561-576 - [c1]Zhengqing Yuan, Xiaolong Zhang, Yue Wang, Xuecong Hou, Huiwen Xue, Zhuanzhe Zhao, Yongming Liu:
RPN: A Word Vector Level Data Augmentation Algorithm in Deep Learning for Language Understanding. SMC 2023: 584-590 - [i5]Zhengqing Yuan, Huiwen Xue, Chao Zhang, Yuelin Lu:
Auto-Learning: An Adversarial Process of Two Pre-trained Models for Natural Language Generation. CoRR abs/2302.03896 (2023) - [i4]Zhengqing Yuan, Huiwen Xue, Chao Zhang, Yongming Liu:
Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing Systems. CoRR abs/2302.13741 (2023) - [i3]Zhengqing Yuan, Huiwen Xue, Xinyi Wang, Yongming Liu, Zhuanzhe Zhao, Kun Wang:
ArtGPT-4: Artistic Vision-Language Understanding with Adapter-enhanced MiniGPT-4. CoRR abs/2305.07490 (2023) - [i2]Zhengqing Yuan, Zhaoxu Li, Lichao Sun:
TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones. CoRR abs/2312.16862 (2023) - 2022
- [i1]Zhengqing Yuan, Zhuanzhe Zhao, Yongming Liu, Xiaolong Zhang, Xuecong Hou, Yue Wang:
RPN: A Word Vector Level Data Augmentation Algorithm in Deep Learning for Language Understanding. CoRR abs/2212.05961 (2022)
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