Xingxuan Li (李星漩)

Research Scientist
Apodex

Contact: lixingxuan98 [at] gmail.com
More about me: Google Scholar / GitHub / LinkedIn / Twitter

Technical Reports & Recent Preprints [* equal contribution, ☨ corresponding author]

• Apodex-1.0: A Verification-Centric Agent Team for Discoverative Intelligence
  Apodex Team including Xingxuan Li
  Technical Report [paper] [data&code]
• ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning
  Zuhao Yang, Kaichen Zhang, Sudong Wang, Keming Wu, Zhongyu Yang, Sicong Leng, Bo Li, Xiaojuan Qi, Shijian Lu, Xingxuan Li☨, Lidong Bing
  arXiv:2605.20342 [paper] [data&code]
• Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling
  Keming Wu, Zuhao Yang, Kaichen Zhang, Shizun Wang, Haowei Zhu, Sicong Leng, Zhongyu Yang, Qijie Wang, Sudong Wang, Ziting Wang, Zili Wang, Hui Zhang, Haonan Wang, Hang Zhou, Yifan Pu, Xingxuan Li, Li, Fangneng Zhan, Bo Li, Lidong Bing, Yuxin Song, Ziwei Liu, Wenhu Chen, Jingdong Wang, Xinchao Wang, Xiaojuan Qi, Shijian Lu, Bin Wang
  arXiv:2604.28185 [paper] [data&code]
• MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification
  MiroMind Team including Xingxuan Li
  Technical Report [paper] [data&code]
• MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization
  MiroMind Team including Xingxuan Li
  Technical Report [paper] [data&code]

Selected Publications [* equal contribution, ☨ corresponding author]

• LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling
  Zuhao Yang*, Sudong Wang*, Kaichen Zhang*, Keming Wu, Sicong Leng, Yifan Zhang, Bo Li, Chengwei Qin, Shijian Lu☨, Xingxuan Li☨, Lidong Bing
  CVPR 2026 [paper] [project page]
• OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe
  Kaichen Zhang*, Keming Wu*, Zuhao Yang, Kairui Hu, Bin Wang, Ziwei Liu, Xingxuan Li☨, Lidong Bing
  CVPR 2026 [paper] [project page]
• MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs
  Juncheng Wu, Wenlong Deng, Xingxuan Li, Sheng Liu, Taomian Mi, Yifan Peng, Ziyang Xu, Yi Liu, Hyunjin Cho, Chang-In Choi, Yihan Cao, Hui Ren, Xiang Li, Xiaoxiao Li, Yuyin Zhou
  GFM @ ICML 2026 (Oral) [paper] [data&code]
• Multi-Agent Tool-Integrated Policy Optimization
  Zhanfeng Mo*, Xingxuan Li*, Yuntao Chen, Lidong Bing
  Trustworthy Agentic AI @ AAAI 2026 [paper] [data&code]
• Chain-of-Ideas: Revolutionizing Research via Novel Idea Development with LLM Agents
  Long Li, Weiwen Xu, Jiayan Guo, Ruochen Zhao, Xingxuan Li, Yuqian Yuan, Boqiang Zhang, Yuming Jiang, Yifei Xin, Ronghao Dang, Yu Rong, Deli Zhao, Tian Feng, Lidong Bing
  EMNLP Findings 2025 [paper] [data&code]
• A Comprehensive Survey of Contamination Detection Methods in Large Language Models
  Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty
  TMLR [paper] [data&code]
• Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks
  Xingxuan Li, Weiwen Xu, Ruochen Zhao, Fangkai Jiao, Shafiq Joty, Lidong Bing
  ACL 2025 [paper] [data&code]
• ParaICL: Towards Parallel In-Context Learning
  Xingxuan Li, Xuan-Phi Nguyen, Shafiq Joty, Lidong Bing
  NAACL 2025 [paper] [data&code]
• Evaluating Psychological Safety of Large Language Models
  Xingxuan Li, Yutong Li, Lin Qiu, Shafiq Joty, Lidong Bing.
  EMNLP 2024 [paper] [data&code]
• SeaLLMs - Large Language Models for Southeast Asia
  Xuan-Phi Nguyen, Wenxuan Zhang, Xin Li, Mahani Aljunied, Zhiqiang Hu, Chenhui Shen, Yew Ken Chia, Xingxuan Li, Jianyu Wang, Qingyu Tan, Liying Cheng, Guanzheng Chen, Yue Deng, Sen Yang, Chaoqun Liu, Hang Zhang, Lidong Bing.
  ACL Demo 2024 [website]
• Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
  Xingxuan Li*, Ruochen Zhao*, Yew Ken Chia*, Bosheng Ding, Shafiq Joty, Soujanya Poria, Lidong Bing.
  ICLR 2024 [paper] [data&code]
• Retrieving Multimodal Information for Augmented Generation: A Survey
  Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Xuan Long Do, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty.
  EMNLP Findings 2023 [paper]
• Is GPT-4 a Good Data Analyst?
  Liying Cheng, Xingxuan Li, Lidong Bing.
  EMNLP Findings 2023 [paper] [data&code]
• Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework
  Ruochen Zhao*, Xingxuan Li*, Shafiq Joty, Chengwei Qin, Lidong Bing.
  ACL 2023 [paper] [data&code]
• Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations
  Linlin Liu*, Xingxuan Li*, Megh Thakkar, Xin Li, Lidong Bing, Shafiq Joty, Luo Si.
  ACL 2023 [paper] [data&code]
• YEDDA: A Lightweight Collaborative Text Span Annotation Tool
  Jie Yang, Yue Zhang, Linwei Li, Xingxuan Li.
  ACL Demo 2018 [paper] [data&code]
  Best Demo Paper Nomination