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Kang Liu — most-cited papers & profile · Recommender Systems
← authors
·
overview
Kang Liu
46
papers ·
51
citations ·
44
h-index
Zhejiang Chinese Medical University · Beijing Normal-Hong Kong Baptist University · Hong Kong Baptist University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks
2018 · 38 citations
PEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction
2022 · 8 citations
Natural Language Actor-Critic: Scalable Off-Policy Learning in Language Space
2025 · 1 citations
Constraint Decoupled Latent Diffusion for Protein Backmapping
2024 · 1 citations
NNoculation: Catching BadNets in the Wild
2020 · 1 citations
WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing
2024 · 1 citations
The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation
2026
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies
2025
From $P(y|x)$ to $P(y)$: Investigating Reinforcement Learning in Pre-train Space
2026
MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning
2026
GIP-RAG: An Evidence-Grounded Retrieval-Augmented Framework for Interpretable Gene Interaction and Pathway Impact Analysis
2026
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies
2025
SR-KI: Scalable and Real-Time Knowledge Integration into LLMs via Supervised Attention
2025
Scaling LLM Multi-turn RL with End-to-end Summarization-based Context Management
2025
Scaling Long-Horizon LLM Agent via Context-Folding
2025
Topics
cs.CL
cs.LG
cs.AI
Training Techniques
RAG
Reinforcement Learning
Model Architecture
Efficiency
Model-Based RL
RLHF & Alignment