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Reflection

3 papers across 3 sessions

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Self-Verifying Reflection Helps Transformers with CoT Reasoning
#4005 · Zhongwei Yu, Wannian Xia, Xue Yan, Bo Xu, Haifeng Zhang, Yali Du, Jun Wang

Transformers can learn self-verifying reflection without language, and reinforcement learning enhances performance through shallow statistical patterns.

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
GUI-Reflection: Empowering Multimodal GUI Models with Self-Reflection Behavior
#2506 · Penghao Wu, Shengnan Ma, Bo Wang, Jiaheng Yu, Lewei Lu, Ziwei Liu

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
When Causal Dynamics Matter: Adapting Causal Strategies through Meta-Aware Interventions
#2513 · Moritz Willig, Tim Woydt, Devendra Singh Dhami, Kristian Kersting