Yifei Zhou
12 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (8) πΊοΈ Taxonomy Completionist (29) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (7)
π
Conference Polyglot
(5)
π
Triple Crown
π
Century Club
(12)
β‘
Prolific Year
(5)
Conferences
NIPS (5)
ICLR (3)
ICML (2)
ICCV (1)
NAACL (1)
Top co-authors
Keywords
vision language model
(2)
contrastive learning
(1)
autonomous learning
(1)
offline reinforcement learning
(1)
sequence labeling
(1)
decision making
(1)
embedding learning
(1)
natural language inference
(1)
test-time adaptation
(1)
instruction following
(1)
optimal control
(1)
bellman equation
(1)
value function
(1)
distribution shift
(1)
reinforcement learning
(1)
representation learning
(1)
out-of-distribution detection
(1)
control theory
(1)
autonomous reinforcement learning
(1)
model compression
(1)
Papers
Proposer-Agent-Evaluator (PAE): Autonomous Skill Discovery For Foundation Model Internet Agents
ICML 2025
Digi-Q: Learning VLM Q-Value Functions for Training Device-Control Agents
ICLR 2025
Aligning Large Language Models with Representation Editing: A Control Perspective
NIPS 2024
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
NIPS 2024
ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL
ICML 2024
DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning
NIPS 2024
Offline Data Enhanced On-Policy Policy Gradient with Provable Guarantees
ICLR 2024
Test-Time Distribution Normalization for Contrastively Learned Visual-language Models
NIPS 2023
BT^2: Backward-compatible Training with Basis Transformation
ICCV 2023
Hybrid RL: Using both offline and online data can make RL efficient
ICLR 2023
Improve Discourse Dependency Parsing with Contextualized Representations
NAACL 2022
GAPX: Generalized Autoregressive Paraphrase-Identification X
NIPS 2022