Publications

VividCam: Learning Unconventional Camera Motions from Virtual Synthetic Videos
- - Qiucheng Wu
  - Handong Zhao
  - 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
Reinforcement Learning with Verifiable Rewards: GRPO’s Loss, Dynamics, and Success Amplification
- - Youssef Mroueh
- 2026
- ICML 2026
Conference paper
Pushing Forward Pareto Frontiers of Proactive Agents with Behavioral Agentic Optimization
- - Yihang Yao
  - Zhepeng Cen
  - et al.
- 2026
- ICML 2026
Conference paper
Position: Make Planning Research Rigorous Again!
- - Michael Katz
  - Harsha Kokel
  - et al.
- 2026
- ICML 2026
Conference paper
Position: Collusion Risks Among AI Reasoning Agents Justify Certification Requirements for Making Market Decisions
- - Matthew Riemer
  - Tommaso Tosato
  - et al.
- 2026
- ICML 2026
Conference paper
One Bug, Hundreds Behind: LLMs for Large-Scale Bug Discovery
- - Qiushi Wu
  - Yue Xiao
  - et al.
- 2026
- ICML 2026
Conference paper
Insertion Based Sequence Generation with Learnable Order Dynamics
- - Dhruvesh Patel
  - Benjamin Rozonoyer
  - et al.
- 2026
- ICML 2026
Conference paper
Characterizing Agents in Production
- - Melissa Pan
  - Negar Arabzadeh
  - et al.
- 2026
- ICML 2026
Conference paper
The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search
- - Rongzhe Wei
  - Peizhi Niu
  - et al.
- 2026
- ICML 2026
Conference paper