Boyi Zeng, He Li, Shixiang Song, Yixuan Wang, Zitong Wang, Ziwei He, Xinbing Wang, Zhouhan Lin. PonderLM-2: Pretraining LLM with Latent Thoughts in Continuous Space. ICML 2026 (Spotlight).
Zitong Wang, Zijun Shen, Haohao Xu, Zhengjie Luo, Weibin Wu. Delta-K: Boosting Multi-Instance Generation via Cross-Attention Augmentation. arXiv preprint.
Shixiang Song, He Li, Zitong Wang, Boyi Zeng, Feichen Song, Yixuan Wang, Ziwei He, Zhouhan Lin. AdaPonderLM: Gated Pondering Language Models with Token-Wise Adaptive Depth. arXiv preprint.
Boyi Zeng, Yiqin Hao, He Li, Shixiang Song, Feichen Song, Zitong Wang, Siyuan Huang, Yi Xu, Ziwei He, Xinbing Wang, Zhouhan Lin. Pretraining with Token-Level Adaptive Latent Chain-of-Thought. arXiv preprint.
Zitong Wang, Haohao Xu, Zijun Shen, Weibin Wu, Zibin Zheng. Every Step a Thought: Implicit Visual Reasoning in Diffusion Language Models. Under review.
Weibin Wu, Zitong Wang, Zhengjie Luo, Wenqing Chen, Zibin Zheng. Detecting Violations of Physical Common Sense in Images. ACM Multimedia 2025.
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Talk at London School of Testing, London, UK
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk at UC San Francisco, Department of Testing, San Francisco, California