Yiheng Shu
8 papers · 2022–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (20) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(12)
🌈
Renaissance Researcher
(5)
🏆
Grand Slam
Conferences
EMNLP (2)
AAAI (1)
COLING (1)
EACL (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
knowledge base
(4)
question answering
(3)
knowledge base question answering
(3)
semantic parsing
(3)
large language model
(2)
retrieval-augmented generation
(2)
distribution shift
(1)
knowledge graph
(1)
tool use
(1)
long-term memory
(1)
pre-trained language model
(1)
constrained decoding
(1)
robustness evaluation
(1)
hippocampal indexing
(1)
personalized pagerank
(1)
multi-hop question answering
(1)
agent system
(1)
relation classification
(1)
complex question
(1)
logical form
(1)
Papers
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
ICLR 2025
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
ICML 2025
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
NIPS 2024
Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge Bases
EACL 2024
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments
EMNLP 2024
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases
AAAI 2023
Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases
COLING 2022
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base
EMNLP 2022