Ran Song
16 papers · 2020–2026 · 11 venues · across top CS/AI venues
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Machine Learning
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large language model
(5)
knowledge graph completion
(3)
graph neural network
(2)
transfer learning
(2)
vision-language model
(2)
machine translation
(1)
robotic manipulation
(1)
reinforcement learning
(1)
video prediction
(1)
object detection
(1)
weakly supervised learning
(1)
knowledge editing
(1)
online learning
(1)
in-context learning
(1)
semantic alignment
(1)
ensemble learning
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object tracking
(1)
neural network analysis
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model predictive control
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chain-of-thought reasoning
(1)
Papers
Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation
AAAI 2026
GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill
CVPR 2025
GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition
EMNLP 2025
Multilingual Generative Retrieval via Cross-lingual Semantic Compression
EMNLP 2025
Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing
EMNLP 2025
SetKE: Knowledge Editing for Knowledge Elements Overlap
IJCAI 2025
Topology-Aware Gated Graph Neural Network for Social Bot Detection
IJCNLP 2025
Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model
ACL 2024
Does Large Language Model Contain Task-Specific Neurons?
EMNLP 2024
VLMPC: Vision-Language Model Predictive Control for Robotic Manipulation
RSS 2024
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints
ACL 2023
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts
COLING 2022
Towards Online 3D Bin Packing: Learning Synergies between Packing and Unpacking via DRL
CoRL 2022
Mesh Saliency: An Independent Perceptual Measure or a Derivative of Image Saliency?
CVPR 2021
Online Decision Based Visual Tracking via Reinforcement Learning
NeurIPS 2020
Unsupervised Multi-View CNN for Salient View Selection of 3D Objects and Scenes
ECCV 2020