Publications

38 results at ICML 2026

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
Characterizing Agents in Production
- - Melissa Pan
  - Negar Arabzadeh
  - 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
Towards Effective Waste Segmentation for Automated Waste Recycling in Cluttered Background
- - Mamoona Javaid
  - Mubashir Noman
  - et al.
- 2026
- ICML 2026
Conference paper
Scaling Laws in Model Fine-tuning for Audio DeepFake Detection
- - Xiang Li
  - Pin-Yu Chen
  - et al.
- 2026
- ICML 2026
Conference paper
Entropy-Aware On-Policy Distillation of Language Models
- - Woogyeol Jin
  - Taywon Min
  - et al.
- 2026
- ICML 2026
Conference paper
PPDL: LLM-Based Flows as Probabilistic Programs
- - Louis Mandel
  - Guillaume Baudart
  - 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
Reinforcement Learning with Verifiable Rewards: GRPO’s Loss, Dynamics, and Success Amplification
- - Youssef Mroueh
- 2026
- ICML 2026
Conference paper