About Me

Hi! My name is Shuang Li (李书昂). I am currently a researcher at StepFun in Shanghai, working on AIGC. Before that, I was a researcher at Tencent in Beijing.

I received my Ph.D. degree from the School of Software in Tsinghua University in 2023, where I was advised by Associate Professor Lijie Wen. Before that, I received my B.Eng. degree from the School of Software in Tsinghua University in 2018.

Research Interests：

• AIGC — text-to-image, image editing, and world models
• Large Language Models — reasoning, alignment, and efficient adaptation

News

• 2026.02: Our paper on subject-driven text-to-image generation was accepted to CVPR 2026.

📖 Education

• 2018.09 - 2023.12 | Ph.D. in Software Engineering
  School of Software, Tsinghua University

• 2014.09 - 2018.06 | B.Eng. in Software Engineering
  School of Software, Tsinghua University

💻 Work Experiences

• 2026.03 - Present | StepFun
  Researcher in Shanghai, working on AIGC

• 2023.12 - 2026.03 | CDG, Tencent
  Researcher in Beijing, working on large language models and diffusion models

• 2023.03 - 2023.12 | TEG, Tencent
  Research Intern in Beijing, working on large language models

📝 Selected Publications（Full List）

• Disentangling to Re-couple: Resolving the Similarity-Controllability Paradox in Subject-Driven Text-to-Image Generation
  Shuang Li, Chao Deng, Hang Chen, Liqun Liu, et al.
  CVPR 2026

• Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding
  Kuo Liao*, Shuang Li*, Meng Zhao, Liqun Liu, Mengge Xue, Zhenyu Hu, Honglin Han, Chengguo Yin
  ACL 2024
  Code

• Strengthened Symbol Binding Makes Large Language Models Reliable Multiple-Choice Selectors
  Mengge Xue*, Zhenyu Hu*, Meng Zhao, Liqun Liu, Kuo Liao, Shuang Li, Honglin Han, Chengguo Yin
  ACL 2024
  Code

• On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations
  Shiao Meng, Xuming Hu, Aiwei Liu, Fukun Ma, Yawen Yang, Shuang Li, Lijie Wen
  ACL Findings 2024
  Code

• An Unforgeable Publicly Verifiable Watermark for Large Language Models
  Aiwei Liu, Leyi Pan, Xuming Hu, Shuang Li, Lijie Wen, Irwin King, Philip S. Yu
  ICLR 2024
  Code

• RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction
  Shiao Meng, Xuming Hu, Aiwei Liu, Shuang Li, Fukun Ma, Yawen Yang, Lijie Wen
  EMNLP 2023
  Code

• Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer
  Shuang Li, Xuming Hu, Aiwei Liu, Yawen Yang, Fukun Ma, Philip S. Yu, Lijie Wen
  ACL 2023
  Code

• A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference
  Shuang Li, Xuming Hu, Li Lin, Aiwei Liu, Lijie Wen, Philip S. Yu
  IEEE/ACM TASLP
  Code

📞 Contact

• Email: lishuangthss@gmail.com

🔍 Academic Services

• Reviewer: CVPR, NeurIPS, ECCV, ICLR, ACL, EMNLP, NAACL