๐ Publications
- โ๏ธ means Corresponding Author; * means Equal Contribution
๐ค LLMs & MLLMs
- [Submitted to ICLR 2026] Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents
Jiawei Wang, Jiacai Liu, Yuqian Fu, Yingru Li, Xintao Wang, Yuan Lin, Yu Yue, Lin Zhang, Yang Wang$^โ๏ธ$, Ke Wang$^โ๏ธ$
- [Submitted to ICLR 2026] WideSearch: Benchmarking Agentic Broad Info-Seeking
Ryan Wong*, Jiawei Wang*, Junjie Zhao, Li Chen, Yan Gao, Long Zhang, Xuan Zhou, Zuo Wang, Kai Xiang, Ge Zhang, Wenhao Huang, Yang Wang$^โ๏ธ$, Ke Wang$^โ๏ธ$
- [Submitted to ICLR 2026] MCPMark: Stress-Testing Comprehensive MCP Use
Zijian Wu, Xiangyan Liu, Xinyuan Zhang, Lingjun Chen, Fanqing Meng, Lingxiao Du, Yiran Zhao, Fanshi Zhang, Yaoqi Ye, Jiawei Wang, Zirui Wang, Jinjie Ni, Yufan Yang, Arvin Xu, Michael Qizhe Shieh
- [Submitted to ICASSP 2026] DoctorAgent-RL: A Multi-Agent Collaborative Reinforcement Learning System for Multi-Turn Clinical Dialogue
Yichun Feng*, Jiawei Wang*, Lu Zhou, Yixue Li$^โ๏ธ$
- [ICCV 2025] (CCF-A) Safeguarding Vision-Language Models: Mitigating Vulnerabilities to Gaussian Noise in Perturbation-based Attacks
Jiawei Wang*$^โ๏ธ$, Yushen Zuo*, Yuanjun Chai, Zhendong Liu, Yicheng Fu, Yichun Feng$^โ๏ธ$, Kin-man Lam$^โ๏ธ$
- [GigaScience 2025] A Scalable Retrieval-Augmented Reasoning Framework Based on Large Language Models for Knowledge Mining in Biomedical Literature
Yichun Feng, Jiawei Wang, Lu Zhou, Yixue Li$^โ๏ธ$
- [arXiv 2024] (Cutting-edge Project) DeepSeek-V3 Technical Report
DeepSeek-AI
- [arXiv 2024] (Cutting-edge Project) DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding
Zhiyu Wu*, Xiaokang Chen*, Zizheng Pan*, Xingchao Liu*, Wen Liu*, Damai Dai, Huazuo Gao, Yiyang Ma, Chengyue Wu, Bingxuan Wang, Zhenda Xie, Yu Wu, Kai Hu, Jiawei Wang, Yaofeng Sun, Yukun Li, Yishi Piao, Kang Guan, Aixin Liu, Xin Xie, Yuxiang You, Kai Dong, Xingkai Yu, Haowei Zhang, Liang Zhao, Yisong Wang, Chong Ruan$^โ๏ธ$
๐ Document Intelligence
- [Pattern Recognition 2025] (SCI Q1 Journal) UniHDSA: A Unified Relation Prediction Approach for Hierarchical Document Structure Analysis
Jiawei Wang$^โ๏ธ$, Kai Hu, Qiang Huo
- [ICDAR 2024] (Oral) DLAFormer: An End-to-End Transformer For Document Layout Analysis
Jiawei Wang*$^โ๏ธ$, Kai Hu*$^โ๏ธ$, Qiang Huo
- [ICDAR 2024] (Oral) Dynamic Relation Transformer for Contextual Text Block Detection
Jiawei Wang*$^โ๏ธ$, Shunchi Zhang*$^โ๏ธ$, Kai Hu*$^โ๏ธ$, Chixiang Ma, Zhuoyao Zhong, Lei Sun, Qiang Huo
- [ICDAR 2024] (Oral) UniVIE: A Unified Label Space Approach to Visual Information Extraction from Form-Like Documents
Kai Hu$^โ๏ธ$, Jiawei Wang, Weihong Lin, Zhuoyao Zhong, Lei Sun, Qiang Huo
- [Pattern Recognition 2024] (SCI Q1 Journal) Detect-Order-Construct: A Tree Construction based Approach for Hierarchical Document Structure Analysis
Jiawei Wang$^โ๏ธ$, Kai Hu, Zhuoyao Zhong, Lei Sun, Qiang Huo
- [ICDAR 2023] (Oral) DQ-DETR: Dynamic Queries Enhanced Detection Transformer for Arbitrary Shape Text Detection
Chixiang Ma$^โ๏ธ$, Lei Sun, Jiawei Wang, Qiang Huo
- [ICDAR 2023] A Hybrid Approach to Document Layout Analysis for Heterogeneous Document Images
Zhuoyao Zhong$^โ๏ธ$, Jiawei Wang, Haiqing Sun, Kai Hu, Erhan Zhang, Lei Sun, Qiang Huo
- [Pattern Recognition 2023] (SCI Q1 Journal) Robust Table Structure Recognition with Dynamic Queries Enhanced Detection Transformer
Jiawei Wang, Weihong Lin, Chixiang Ma, Mingze Li, Zheng Sun, Lei Sun$^โ๏ธ$, Qiang Huo
- [ACM Multimedia 2022] (CCF-A) TSRFormer: Table Structure Recognition with Transformers
Weihong Lin, Zheng Sun, Chixiang Ma, Mingze Li, Jiawei Wang, Lei Sun, Qiang Huo$^โ๏ธ$
- [The European Physical Journal Plus 2022] Study of nonequilibrium phase transitions mechanisms in exclusive network and node model of heterogeneous assignment based on real experimental data of KIF3AC and KIF3CC motors
Yuqing Wang$^โ๏ธ$, Chang Xu, Molin Fang, Tianze Li, Liwen Zhang, Dasen Wei, Kaichen Ouyang, Tunyu Zhang, Chuzhao Xu, Haosong Sun, Yunzhi Wang, Jiawei Wang
- [International Journal of Modern Physics B 2019] Physical mechanisms in impacts of interaction factors on totally asymmetric simple exclusion processes
Yuqing Wang$^โ๏ธ$, Jiawei Wang, Binghong Wang
- [International Journal of Modern Physics B 2019] Stochastic dynamics in nonequilibrium phase transitions of multiple totally asymmetric simple exclusion processes coupled with strong and weak interacting effects
Yuqing Wang*$^โ๏ธ$, Jiawei Wang*, Ziang Zhu*, Binghong Wang
- [International Journal of Modern Physics B 2019] Evolvement laws and stability analyses of traffic network constituted by changing ramps and main road
Yuqing Wang$^โ๏ธ$, Chaofan Zhou, Jiawei Wang, Xinpeng Ni
- [Modern Physics Letters B 2018] A macroscopic model for VOC emissions process complemented by real data
Yuqing Wang$^โ๏ธ$, Chaofan Zhou, Ziang Zhu, Jiawei Wang, Zimeng Wang, Chenhao Fang, Bin Jia
- [ICMRA 2018] (Best Presentation Award) Control Strategies for Reducing VOCs Emission Process Based on Empirical Data
Yuqing Wang*$^โ๏ธ$, Jiawei Wang*, Ziang Zhu*, Chaofan Zhou, Yiyao Kou, Jing Sun, Zhengwei Mei, Ziwu Li, Peng Wu, Donghu Wang, Si Zhang, Wenli Zhang
๐ Academic Services
- ICDAR Reviewer (2023, 2024)
- IJDAR Reviewer (2024)
- ACM MM Reviewer (2025)
- AAAI Reviewer (2026)
