Shiguang Wu
11 papers · 2022–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🌈 Renaissance Researcher (8)
🌍
Conference Polyglot
(7)
🏆
Keyword Champion
(2)
🗃️
Keyword Collector
(59)
⚡
Prolific Year
(6)
💎
Century Club
(11)
❓
The Questioner
Conferences
AAAI (2)
EMNLP (2)
ICLR (2)
IJCAI (2)
ACL (1)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
subgoal generation
(2)
knowledge distillation
(2)
multi-agent reinforcement learning
(1)
imitation learning
(1)
transfer learning
(1)
hierarchical planning
(1)
chain-of-thought reasoning
(1)
semantic alignment
(1)
information retrieval
(1)
multimodal learning
(1)
policy learning
(1)
visual reasoning
(1)
instruction following
(1)
document retrieval
(1)
natural language understanding
(1)
few-shot learning
(1)
generalization ability
(1)
robot manipulation
(1)
diffusion model
(1)
transformer architecture
(1)
Papers
ExcluIR: Exclusionary Neural Information Retrieval
AAAI 2025
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
Why In-Context Learning Models are Good Few-Shot Learners?
ICLR 2025
PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction
IJCAI 2024
MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning
ACL 2024
Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts
CVPR 2024
Tree-Planner: Efficient Close-loop Task Planning with Large Language Models
ICLR 2024
PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation
NIPS 2024
PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning
IJCAI 2024
Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems
AAAI 2022