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publications
Detecting Violations of Physical Common Sense in Images: A Challenge Dataset and Effective Model
Published in ACM Multimedia 2025 (CCF-A), 2025
ACM Multimedia 2025 · First student author
Recommended citation: Weibin Wu, Zitong Wang, Zhengjie Luo, Wenqing Chen, Zibin Zheng. Detecting Violations of Physical Common Sense in Images. ACM Multimedia 2025.
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Every Step a Thought: Implicit Visual Reasoning in Diffusion Language Models
Published in Under review, 2026
Under review
Recommended citation: Zitong Wang, Haohao Xu, Zijun Shen, Weibin Wu, Zibin Zheng. Every Step a Thought: Implicit Visual Reasoning in Diffusion Language Models. Under review.
Pretraining with Token-Level Adaptive Latent Chain-of-Thought
Published in arXiv preprint, 2026
arXiv preprint
Recommended citation: 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.
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AdaPonderLM: Gated Pondering Language Models with Token-Wise Adaptive Depth
Published in arXiv preprint, 2026
arXiv preprint
Recommended citation: 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.
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Delta-K: Boosting Multi-Instance Generation via Cross-Attention Augmentation
Published in arXiv preprint, 2026
arXiv preprint
Recommended citation: Zitong Wang, Zijun Shen, Haohao Xu, Zhengjie Luo, Weibin Wu. Delta-K: Boosting Multi-Instance Generation via Cross-Attention Augmentation. arXiv preprint.
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PonderLM-2: Pretraining LLM with Latent Thoughts in Continuous Space
Published in ICML 2026 Spotlight (top 2.2%), 2026
ICML 2026 Spotlight (top 2.2%)
Recommended citation: 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).
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reading
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Poem · 2025
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Atomic Habits
Essay · 2026
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Poor Charlie’s Almanack
Author Name · Book · 2026
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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