Rui Kong
9 papers · 2021–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) π Academic Marathon (5)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(18)
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Hot Topic Early Bird
Conferences
AAAI (6)
ACL (2)
IJCAI (1)
Top co-authors
Keywords
policy optimization
(3)
offline reinforcement learning
(2)
action selection
(2)
reinforcement learning
(1)
value function
(1)
policy gradient
(1)
question answering
(1)
data augmentation
(1)
lower bound
(1)
dynamic routing
(1)
partially observable markov decision process
(1)
dynamic programming
(1)
online planning
(1)
value iteration
(1)
preference alignment
(1)
continual learning
(1)
policy improvement
(1)
kernel optimization
(1)
sequence modeling
(1)
model compression
(1)
Papers
Benchmarking LLMβs Capability in Reasoning over Conflicting Web References
ACL 2026
VPN: Visual Prompt Navigation
AAAI 2026
AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization
AAAI 2026
Efficient Preference Alignment via Pareto Exploration (Student Abstract)
AAAI 2026
Efficient and Stable Offline-to-online Reinforcement Learning via Continual Policy Revitalization
IJCAI 2024
ACT: Empowering Decision Transformer with Dynamic Programming via Advantage Conditioning
AAAI 2024
Generalizable Policy Improvement via Reinforcement Sampling (Student Abstract)
AAAI 2024
SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget
ACL 2024
LB-DESPOT: Efficient Online POMDP Planning Considering Lower Bound in Action Selection (Student Abstract)
AAAI 2021