Runze Liu
8 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (16) π Conference Polyglot (5) π Interdisciplinary Bridge π Cross-Pollinator (15) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Grand Slam
Conferences
AAAI (2)
EMNLP (2)
ICLR (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
reward learning
(2)
preference-based reinforcement learning
(2)
reinforcement learning
(1)
mathematical reasoning
(1)
preference learning
(1)
chain-of-thought reasoning
(1)
policy learning
(1)
human feedback
(1)
adversarial attack
(1)
vision-language model
(1)
bi-level optimization
(1)
data efficiency
(1)
human preference
(1)
process reward model
(1)
test-time scaling
(1)
reinforcement learning framework
(1)
targeted behavior attack
(1)
policy manipulation
(1)
intention policy
(1)
code verification
(1)
Papers
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
AAAI 2026
Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint
ICLR 2025
RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors
AAAI 2025
ReviewRL: Towards Automated Scientific Review with RL
EMNLP 2025
VLP: Vision-Language Preference Learning for Embodied Manipulation
EMNLP 2025
SEABO: A Simple Search-Based Method for Offline Imitation Learning
ICLR 2024
PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation
ICML 2024
Meta-Reward-Net: Implicitly Differentiable Reward Learning for Preference-based Reinforcement Learning
NIPS 2022