Danqi Yan — accepted AI-conference papers

2026

The Geometry of Reasoning: Self-Evaluation via Layerwise Trajectory Evolution

Jinhe Bi, Danqi Yan, Yifan Wang, Wenke Huang, Haokun Chen, Guancheng Wan +5

ICML 2026poster

Large Reasoning Models (LRMs) enhance performance by generating explicit Chain-of-Thought (CoT) trajectories, yet enabling them to self-evaluate correctness without external supervision remains a critical challenge. Existing methods often rely on ground-truth labels or shallow output probabilities, …

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2024

FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World Conditions

Jiong Wang, Fengyu Yang, Bingliang Li, Wenbo Gou, Danqi Yan, Ailing Zeng +4

CVPR 2024poster

Estimating the 3D structure of the human body from nat- ural scenes is a fundamental aspect of visual perception. 3D human pose estimation is a vital step in advancing fields like AIGC and human-robot interaction serving as a crucial tech- nique for understanding and interacting with human actions i…

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