Publications

PPDL: LLM-Based Flows as Probabilistic Programs
- - Louis Mandel
  - Guillaume Baudart
  - et al.
- 2026
- ICML 2026
Conference paper
Position: Make Planning Research Rigorous Again!
- - Michael Katz
  - Harsha Kokel
  - et al.
- 2026
- ICML 2026
Conference paper
Mirror Descent Actor Critic via Bounded Advantage Learning
- - Ryo Iwaki
- 2026
- ICML 2026
Conference paper
Locally Coherent Parallel Decoding in Diffusion Language Models
- - Michael Hersche
  - Nicolas Menet
  - et al.
- 2026
- ICML 2026
Conference paper
CoFrGeNet: Continued Fraction Architectures for Language Generation
- - Amit Dhurandhar
  - Vijil Vijil
  - et al.
- 2026
- ICML 2026
Conference paper
Moving Beyond Sparse Grounding with Complete Screen Parsing Supervision
- - Said Gürbüz
  - Sunghwan Hong
  - et al.
- 2026
- ICML 2026
Conference paper
FlashSinkhorn: IO-Aware Entropic Optimal Transport on GPU
- - Felix Ye
  - Xingjie Li
  - et al.
- 2026
- ICML 2026
Conference paper
DocHop: Benchmarking Out-of-domain Multi-hop Reasoning in Information-Dense Documents
- - Zhuoran Yu
  - Le Thien Phuc Nguyen
  - et al.
- 2026
- ICML 2026
Conference paper
Can Old Tests do New Tricks for Resolving SWE Issues?
- - Yang Chen
  - Toufique Ahmed
  - et al.
- 2026
- FSE 2026
Conference paper
Evidence‑Driven Reasoning for Industrial Maintenance Using Heterogeneous Data
- - Fearghal O'Donncha
  - Nianjun Zhou
  - et al.
- 2026
- ACL 2026
Conference paper