Yiheng Shu
8 papers · 2022–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
🏆
Grand Slam
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(7)
Natural Language Processing
(5)
Applications
(4)
Deep Learning
(3)
Knowledge & Reasoning
(3)
Machine Learning
(3)
Learning Types · Deep Learning
(3)
Representation
(3)
Learning Types · Machine Learning
(2)
Application Areas
(1)
Generation
(1)
Learning Paradigms
(1)
Models
(1)
Reasoning
(1)
Keywords
knowledge base
(4)
question answering
(3)
knowledge base question answering
(3)
semantic parsing
(3)
agent system
(2)
personalized pagerank
(2)
retrieval-augmented generation
(2)
large language model
(2)
distribution shift
(1)
associative memory
(1)
knowledge graph
(1)
tool use
(1)
multimodal large language model
(1)
long-term memory
(1)
pre-trained language model
(1)
constrained decoding
(1)
robustness evaluation
(1)
hippocampal indexing
(1)
multi-hop question answering
(1)
relation classification
(1)
Papers
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
ICML 2025
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
ICLR 2025
Distribution Shifts Are Bottlenecks: Extensive Evaluation for Grounding Language Models to Knowledge Bases
EACL 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
NeurIPS 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