Shiguang Wu
11 papers · 2022–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird ποΈ Keyword Collector (67)
π
Renaissance Researcher
(6)
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Deep Learning
(6)
Core AI
(6)
Learning Types Β· Machine Learning
(6)
Natural Language Processing
(3)
Reinforcement Learning
(2)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Methods
(2)
Models
(2)
Optimization & Theory
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Robotics
(1)
Keywords
knowledge distillation
(2)
subgoal generation
(2)
large language model
(2)
multi-agent reinforcement learning
(1)
transfer learning
(1)
domain adaptation
(1)
imitation learning
(1)
natural language understanding
(1)
in-context learning
(1)
chain-of-thought reasoning
(1)
information retrieval
(1)
multimodal learning
(1)
policy learning
(1)
visual reasoning
(1)
document retrieval
(1)
instruction following
(1)
hierarchical planning
(1)
semantic alignment
(1)
generalization ability
(1)
few-shot learning
(1)
Papers
Astra: Efficient Transformer Architecture and Contrastive Dynamics Learning for Embodied Instruction Following
EMNLP 2025
Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems
EMNLP 2025
ExcluIR: Exclusionary Neural Information Retrieval
AAAI 2025
Why In-Context Learning Models are Good Few-Shot Learners?
ICLR 2025
Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts
CVPR 2024
MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning
ACL 2024
PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction
IJCAI 2024
PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation
NeurIPS 2024
PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning
IJCAI 2024
Tree-Planner: Efficient Close-loop Task Planning with Large Language Models
ICLR 2024
Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems
AAAI 2022