algorithmic reasoning

2 papers across 2 sessions

Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs

#5319 · Yi Hu, Shijia Kang, Haotong Yang, Haotian Xu, Muhan Zhang

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Geometric Algorithms for Neural Combinatorial Optimization with Constraints

#705 · Nikolaos Karalias, Akbar Rafiey, Yifei Xu, Zhishang Luo, Behrooz Tahmasebi, Connie Jiang, Stefanie Jegelka

We present an end-to-end framework for self supervised combinatorial optimization under various constraints (cardinality, matroid, independent set, etc.).