Kaixuan Chen
13 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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Dynamic Duo
(10)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(5)
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Research topics
Machine Learning
(10)
Artificial Intelligence
(8)
Deep Learning
(8)
Core AI
(8)
Reinforcement Learning
(5)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
Methods
(5)
Learning Types Β· Deep Learning
(4)
Architectures
(3)
Optimization & Theory
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Keywords
multi-agent reinforcement learning
(3)
neural network
(2)
contrastive learning
(2)
offline reinforcement learning
(2)
activity recognition
(2)
graph representation learning
(1)
graph matching
(1)
semi-supervised learning
(1)
graph classification
(1)
prompt learning
(1)
domain adaptation
(1)
attention mechanism
(1)
policy optimization
(1)
knowledge distillation
(1)
interpretable machine learning
(1)
distributed learning
(1)
model merging
(1)
sensor fusion
(1)
non-convex optimization
(1)
image classification
(1)
Papers
Evolutionary Negative Module Pruning for Better LoRA Merging
ACL 2026
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning
AAAI 2025
CADP: Towards Better Centralized Learning for Decentralized Execution in MARL
IJCAI 2025
Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL
AAAI 2025
Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location
AAAI 2025
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks
ICLR 2025
A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective
NeurIPS 2024
KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding
AAAI 2024
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition
AAAI 2023
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent
ICML 2023
Schema Inference for Interpretable Image Classification
ICLR 2023
Distributionally Robust Semi-Supervised Learning for People-Centric Sensing
AAAI 2019
Multi-agent Attentional Activity Recognition
IJCAI 2019