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2020 – today
- 2026
[c15]Linzhuang Sun, Mingyang Chen, Hao Liang, Tianpeng Li, Yijie Zhou, Chenzheng Zhu, Tianyu Guo, Huanyao Zhang, Jingxuan Wei, Bihui Yu, Fan Yang, Wentao Zhang:
Training Verifier to Assessing Complex Real-World Tool-Use Trajectories. ACL (Findings) 2026: 32922-32936- [c14]Linzhuang Sun, Tianyu Guo, Hao Liang, Ruitong Liu, Yuying Li, Qifeng Cai, Jingxuan Wei, Yuchen Wu, Bihui Yu, Xiangxiang Zhang, Wentao Zhang, Bin Cui:
Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration. ACL (Findings) 2026: 33047-33069 - [i27]Chengfeng Dou, Fan Yang, Fei Li, Jiyuan Jia, Qiang Ju, Shuai Wang, Tianpeng Li, Xiangrong Zeng, Yijie Zhou, Hongda Zhang, Jinyang Tai, Linzhuang Sun, Peidong Guo, Yichuan Mo, Xiaochuan Wang, Hengfu Cui, Zhishou Zhang:
Baichuan-M3: Modeling Clinical Inquiry for Reliable Medical Decision-Making. CoRR abs/2602.06570 (2026) - [i26]Jingxuan Wei, Honghao He, Caijun Jia, Siyuan Li, Zheng Sun, Yuhang Xu, Yuanyuan Lin, Linzhuang Sun, Yuchen Wu, Bihui Yu, Xiangxiang Zhang, Cheng Tan:
Thinking with Drafting: Optical Decompression via Logical Reconstruction. CoRR abs/2602.11731 (2026) - [i25]Xiangxiang Zhang, Caijun Jia, Siyuan Li, Dingyu He, Xiya Xiong, Zheng Sun, Honghao He, Yuchen Wu, Bihui Yu, Linzhuang Sun, Cheng Tan, Jingxuan Wei:
How RL Unlocks the Aha Moment in Geometric Interleaved Reasoning. CoRR abs/2603.01070 (2026) - [i24]Hao Liang, Qihan Lin, Zhaoyang Han, Xiaochen Ma, Zhen Hao Wong, Meiyi Qiang, Linzhuang Sun, Wentao Zhang:
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs. CoRR abs/2605.09635 (2026) - [i23]Jingxuan Wei, Xi Bai, Shan Liu, Caijun Jia, Zheng Sun, Xinglong Xu, Siyuan Li, Linzhuang Sun, Bihui Yu, Conghui He, Cheng Tan:
PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control. CoRR abs/2605.15963 (2026) - 2025
- [j3]Bihui Yu, Sibo Zhang
, Lili Zhou, Jingxuan Wei, Linzhuang Sun, Liping Bu:
Brain-inspired computing based on deep learning for human-computer interaction: A review. Neurocomputing 650: 130928 (2025) - [c13]Linzhuang Sun, Hao Liang, Jingxuan Wei, Bihui Yu, Tianpeng Li, Fan Yang, Zenan Zhou, Wentao Zhang:
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification. ACL (1) 2025: 14100-14115 - [c12]Jingxuan Wei, Cheng Tan, Qi Chen, Gaowei Wu, Siyuan Li, Zhangyang Gao, Linzhuang Sun, Bihui Yu, Ruifeng Guo:
From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing. CVPR 2025: 13315-13325 - [c11]Bihui Yu, Qi Chen, Yining Qian, Haiguang Wang, Huiyang Shi, Gaowei Wu, Linzhuang Sun, Jingxuan Wei:
ChiImpAVE: An Open-Source Benchmark for Chinese Implicit Attribute Value Extraction. ICIC (18) 2025: 75-88 - [c10]Sibo Zhang, Bihui Yu, Lili Zhou, Gang Wang, Jingxuan Wei, Linzhuang Sun, Liping Bu:
EEGTCT: Electroencephalogram-Based Chinese Text Decoding. ICIC (21) 2025: 174-185 - [c9]Bihui Yu, Gaowei Wu, Zhuoya Yao, Huiyang Shi, Qi Chen, Liping Bu, Linzhuang Sun, Jingxuan Wei:
Beyond Relevance: Utility-Driven Retrieval for Visual Document Question Answering. ICIC (16) 2025: 382-393 - [c8]Hao Liang, Linzhuang Sun, zhouminxuan zhouminxuan, Zirong Chen, Meiyi Qiang, Mingan Lin, Tianpeng Li, Fan Yang, Zenan Zhou, Wentao Zhang:
MathScape: Benchmarking Multimodal Large Language Models in Real-World Mathematical Contexts. ACM Multimedia 2025: 12942-12948 - [c7]Mingyang Chen, Linzhuang Sun, Tianpeng Li, Haoze Sun, Yijie Zhou, Chenzheng Zhu, Haofen Wang, Jeff Z. Pan, Wen Zhang, Huajun Chen, Fan Yang, Zenan Zhou, Weipeng Chen:
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning. NeurIPS 2025 - [i22]Bingning Wang, Haizhou Zhao, Huozhi Zhou, Liang Song, Mingyu Xu, Wei Cheng, Xiangrong Zeng, Yupeng Zhang, Yuqi Huo, Zecheng Wang, Zhengyun Zhao, Da Pan, Fan Yang, Fei Kou, Fei Li, Fuzhong Chen, Guosheng Dong, Han Liu, Hongda Zhang, Jin He, Jinjie Yang, Kangxi Wu, Kegeng Wu, Lei Su, Linlin Niu, Linzhuang Sun, Mang Wang, Pengcheng Fan, Qianli Shen, Rihui Xin, Shunya Dang, Songchi Zhou, Weipeng Chen, Wenjing Luo, Xin Chen, Xin Men, Xionghai Lin, Xuezhen Dong, Yan Zhang, Yifei Duan, Yuyan Zhou, Zhi Ma, Zhiying Wu:
Baichuan-M1: Pushing the Medical Capability of Large Language Models. CoRR abs/2502.12671 (2025) - [i21]Linzhuang Sun, Hao Liang, Jingxuan Wei, Bihui Yu, Tianpeng Li, Fan Yang, Zenan Zhou, Wentao Zhang:
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification. CoRR abs/2502.13383 (2025) - [i20]Jingxuan Wei, Caijun Jia, Qi Chen, Yujun Cai, Linzhuang Sun, Xiangxiang Zhang, Gaowei Wu, Bihui Yu:
LLaVA-NeuMT: Selective Layer-Neuron Modulation for Efficient Multilingual Multimodal Translation. CoRR abs/2507.18940 (2025) - [i19]Jingxuan Wei, Caijun Jia, Qi Chen, Honghao He, Linzhuang Sun, Conghui He, Lijun Wu, Bihui Yu, Cheng Tan:
Geoint-R1: Formalizing Multimodal Geometric Reasoning with Dynamic Auxiliary Constructions. CoRR abs/2508.03173 (2025) - [i18]Chengfeng Dou, Chong Liu, Fan Yang, Fei Li, Jiyuan Jia, Mingyang Chen, Qiang Ju, Shuai Wang, Shunya Dang, Tianpeng Li, Xiangrong Zeng, Yijie Zhou, Chenzheng Zhu, Da Pan, Fei Deng, Guangwei Ai, Guosheng Dong, Hongda Zhang, Jinyang Tai, Jixiang Hong, Kai Lu, Linzhuang Sun, Peidong Guo, Qian Ma, Rihui Xin, Shihui Yang, Shusen Zhang, Yichuan Mo, Zheng Liang, Zhishou Zhang, Hengfu Cui, Zuyi Zhu, Xiaochuan Wang:
Baichuan-M2: Scaling Medical Capability with Large Verifier System. CoRR abs/2509.02208 (2025) - [i17]Linzhuang Sun, Tianyu Guo, Hao Liang, Yuying Li, Qifeng Cai, Jingxuan Wei, Bihui Yu, Wentao Zhang, Bin Cui:
Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration. CoRR abs/2510.26495 (2025) - [i16]Jingxuan Wei, Caijun Jia, Xi Bai, Xinglong Xu, Siyuan Li, Linzhuang Sun, Bihui Yu, Conghui He, Lijun Wu, Cheng Tan:
GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models. CoRR abs/2511.11134 (2025) - [i15]Tianyu Guo, Hongyu Chen, Hao Liang, Meiyi Qiang, Bohan Zeng, Linzhuang Sun, Bin Cui, Wentao Zhang:
BRACE: A Benchmark for Robust Audio Caption Quality Evaluation. CoRR abs/2512.10403 (2025) - 2024
- [j2]Ruifeng Guo, Jingxuan Wei, Linzhuang Sun, Bihui Yu, Guiyong Chang, Dawei Liu, Sibo Zhang, Zhengbing Yao, Mingjun Xu, Liping Bu:
A survey on advancements in image-text multimodal models: From general techniques to biomedical implementations. Comput. Biol. Medicine 178: 108709 (2024) - [j1]Jingxuan Wei, Cheng Tan, Zhangyang Gao, Linzhuang Sun, Siyuan Li, Bihui Yu, Ruifeng Guo, Stan Z. Li:
Enhancing human-like multimodal reasoning: a new challenging dataset and comprehensive framework. Neural Comput. Appl. 36(33): 20849-20861 (2024) - [c6]Cheng Tan, Jingxuan Wei, Zhangyang Gao, Linzhuang Sun, Siyuan Li, Ruifeng Guo, Bihui Yu, Stan Z. Li:
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-consistency Training. ECCV (40) 2024: 305-322 - [c5]Jingxuan Wei, Linzhuang Sun, Yichong Leng, Xu Tan, Bihui Yu, Ruifeng Guo:
Sentence-Level or Token-Level? A Comprehensive Study on Knowledge Distillation. IJCAI 2024: 6531-6540 - [c4]Jingxuan Wei, Cheng Tan, Zhangyang Gao, Linzhuang Sun, Bihui Yu, Ruifeng Guo, Stan Z. Li:
Interpretable and Generalizable Spatiotemporal Predictive Learning with Disentangled Consistency. ECML/PKDD (3) 2024: 3-20 - [c3]Bihui Yu, Zhengbing Yao, Jingxuan Wei, Linzhuang Sun, Sibo Zhang, Liping Bu:
Faster and More Efficient Subject Image Generation for Text-to-Image Diffusion Models. SMC 2024: 148-154 - [c2]Bihui Yu, Dawei Liu, Huiyang Shi, Guiyong Chang, Jingxuan Wei, Linzhuang Sun, Songtao Tian, Liping Bu:
SAM-Wav2lip++: Enhancing Behavioral Realism in Synthetic Agents Through Audio-Driven Speech and Action Refinement. SMC 2024: 2999-3006 - [i14]Jingxuan Wei, Linzhuang Sun, Yichong Leng, Xu Tan, Bihui Yu, Ruifeng Guo:
Sentence-Level or Token-Level? A Comprehensive Study on Knowledge Distillation. CoRR abs/2404.14827 (2024) - [i13]Cheng Tan, Jingxuan Wei, Linzhuang Sun, Zhangyang Gao, Siyuan Li, Bihui Yu, Ruifeng Guo, Stan Z. Li:
Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning. CoRR abs/2405.20834 (2024) - [i12]Linzhuang Sun, Hao Liang, Jingxuan Wei, Linkun Sun, Bihui Yu, Bin Cui, Wentao Zhang:
Efficient-Empathy: Towards Efficient and Effective Selection of Empathy Data. CoRR abs/2407.01937 (2024) - [i11]Hao Liang, Jiapeng Li, Tianyi Bai, Xijie Huang, Linzhuang Sun, Zhengren Wang, Conghui He, Bin Cui, Chong Chen, Wentao Zhang:
KeyVideoLLM: Towards Large-scale Video Keyframe Selection. CoRR abs/2407.03104 (2024) - [i10]Zheng Liu, Hao Liang, Xijie Huang, Wentao Xiong, Qinhan Yu, Linzhuang Sun, Chong Chen, Conghui He, Bin Cui, Wentao Zhang:
SynthVLM: High-Efficiency and High-Quality Synthetic Data for Vision Language Models. CoRR abs/2407.20756 (2024) - [i9]Hao Liang, Linzhuang Sun, Jingxuan Wei, Xijie Huang, Linkun Sun, Bihui Yu, Conghui He, Wentao Zhang:
Synth-Empathy: Towards High-Quality Synthetic Empathy Data. CoRR abs/2407.21669 (2024) - [i8]Minxuan Zhou, Hao Liang, Tianpeng Li, Zhiyu Wu, Mingan Lin, Linzhuang Sun, Yaqi Zhou, Yan Zhang, Xiaoqin Huang, Yicong Chen, Yujing Qiao, Weipeng Chen, Bin Cui, Wentao Zhang, Zenan Zhou:
MathScape: Evaluating MLLMs in multimodal Math Scenarios through a Hierarchical Benchmark. CoRR abs/2408.07543 (2024) - [i7]Linzhuang Sun, Hao Liang, Jingxuan Wei, Bihui Yu, Conghui He, Zenan Zhou, Wentao Zhang:
BEATS: Optimizing LLM Mathematical Capabilities with BackVerify and Adaptive Disambiguate based Efficient Tree Search. CoRR abs/2409.17972 (2024) - [i6]Jingxuan Wei, Cheng Tan, Qi Chen, Gaowei Wu, Siyuan Li, Zhangyang Gao, Linzhuang Sun, Bihui Yu, Ruifeng Guo:
From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing. CoRR abs/2411.11916 (2024) - 2023
- [c1]Bihui Yu, Linzhuang Sun, Jingxuan Wei, Shuyue Tan, Yiman Zhao, Liping Bu:
TED-CS: Textual Enhanced Sensitive Video Detection with Common Sense Knowledge. ADMA (2) 2023: 692-707 - [i5]Jingxuan Wei, Cheng Tan, Zhangyang Gao, Linzhuang Sun, Siyuan Li, Bihui Yu, Ruifeng Guo, Stan Z. Li:
Enhancing Human-like Multi-Modal Reasoning: A New Challenging Dataset and Comprehensive Framework. CoRR abs/2307.12626 (2023) - [i4]Ruifeng Guo, Jingxuan Wei, Linzhuang Sun, Bihui Yu, Guiyong Chang, Dawei Liu, Sibo Zhang, Zhengbing Yao, Mingjun Xu, Liping Bu:
A Survey on Image-text Multimodal Models. CoRR abs/2309.15857 (2023) - [i3]Cheng Tan, Jingxuan Wei, Zhangyang Gao, Linzhuang Sun, Siyuan Li, Xihong Yang, Stan Z. Li:
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training. CoRR abs/2311.14109 (2023) - [i2]Bihui Yu, Sibo Zhang, Lili Zhou, Jingxuan Wei, Linzhuang Sun, Liping Bu:
Human-computer Interaction for Brain-inspired Computing Based on Machine Learning And Deep Learning: A Review. CoRR abs/2312.07213 (2023) - [i1]Linzhuang Sun, Nan Xu, Jingxuan Wei, Bihui Yu, Liping Bu, Yin Luo:
Rational Sensibility: LLM Enhanced Empathetic Response Generation Guided by Self-presentation Theory. CoRR abs/2312.08702 (2023)
Coauthor Index
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