(* denotes equal contribution)

Preprint

• Video-Thinker: Sparking “Thinking with Videos” via Reinforcement Learning
  Shijian Wang*, Jiarui Jin*, Xingjian Wang, Linxin Song, Runhao Fu, Hecheng Wang, Zongyuan Ge, Yuan Lu, Xuelian Cheng
  Submitted to ICML 2026
• Decoding Prokaryotic Whole Genomes with a Product-Contextualized Large Language Model
  Shiwen Ni, Shuaimin Li, Shijian Wang, Xinping Bi, Yitai Li, Chengguang Gan, Jiarui Jin, Yuan Lu, Ahmadreza Argha, Hamid Alinejad-Rokny, Tong Si, Min Yang, Teng Wang
  Submitted to Nature Methods
• OmniGAIA: Towards Native Omni-Modal AI Agents
  Xiaoxi Li, Wenxiang Jiao, Jiarui Jin, Shijian Wang, Guanting Dong, Jiajie Jin, Hao Wang, Yinuo Wang, Ji-Rong Wen, Yuan Lu, Zhicheng Dou
  Submitted to ICML 2026
• Agent2World: Learning to Generate Symbolic World Models via Adaptive Multi-Agent Feedback
  Mengkang Hu, Bowei Xia, Yuran Wu, Ailing Yu, Yude Zou, Qiguang Chen, Shijian Wang, Jiarui Jin, Kexin Li, Wenxiang Jiao, Yuan Lu, Ping Luo
  Submitted to ICML 2026

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2026

• Synthetic Curriculum Reinforces Compositional Text-to-Image Generation
  Shijian Wang*, Runhao Fu*, Siyi Zhao, Qingqin Zhan, Xingjian Wang, Jiarui Jin, Yuan Lu, Hanqian Wu, Cunjian Chen
  CVPR 2026

2025

• Investigating the Scaling Effect of Instruction Templates for Training Multimodal Language Model
  Shijian Wang*, Linxin Song*, Jieyu Zhang, Ryotaro Shimizu, Jiarui Jin, Ao Luo, Yuan Lu, Li Yao, Cunjian Chen, Julian McAuley, Hanqian Wu
  DATA-FM@ICLR 2025
• Adaptive In-conversation Team Building for Language Model Agents
  Linxin Song*, Jiale Liu*, Jieyu Zhang, Shaokun Zhang, Ao Luo, Shijian Wang, Qingyun Wu, Chi Wang
  AIA@COLM 2025

2024

• Attributed Synthetic Data Generation for Zero-shot Domain-specific Image Classification
  Shijian Wang, Linxin Song, Ryotaro Shimizu, Masayuki Goto, Hanqian Wu
  ICME 2025 | Oral Presentation [top 15%]