Yifan Zhong
11 papers · 2022–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π€ Dynamic Duo (10)
π§
Keyword Pioneer
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Grand Slam
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Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(67)
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Research topics
Artificial Intelligence
(6)
Reinforcement Learning
(6)
Core AI
(6)
Methods
(6)
Deep Learning
(4)
Machine Learning
(3)
Natural Language Processing
(3)
Models
(3)
Resources & Methods
(3)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Robotics
(1)
Applications Β· Reinforcement Learning
(1)
Applications Β· Natural Language Processing
(1)
Keywords
multi-agent reinforcement learning
(4)
large language model
(2)
policy optimization
(1)
maximum entropy
(1)
text classification
(1)
preference learning
(1)
knowledge editing
(1)
nash equilibrium
(1)
preference alignment
(1)
in-context learning
(1)
preference optimization
(1)
semantic representation
(1)
model editing
(1)
deep learning
(1)
model alignment
(1)
constraint optimization
(1)
singular value decomposition
(1)
sequential dependencies
(1)
pareto optimality
(1)
dexterous grasping
(1)
Papers
DexGraspVLA: A Vision-Language-Action Framework Towards General Dexterous Grasping
AAAI 2026
Falcon: Fast Visuomotor Policies via Partial Denoising
ICML 2025
In-Context Editing: Learning Knowledge from Self-Induced Distributions
ICLR 2025
CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents
ICLR 2024
Heterogeneous-Agent Reinforcement Learning
JMLR 2024
Maximum Entropy Heterogeneous-Agent Reinforcement Learning
ICLR 2024
Off-Agent Trust Region Policy Optimization
IJCAI 2024
Panacea: Pareto Alignment via Preference Adaptation for LLMs
NeurIPS 2024
MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library
JMLR 2023
Safety Gymnasium: A Unified Safe Reinforcement Learning Benchmark
NeurIPS 2023
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information
EMNLP 2022