Yan Liang
8 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird
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Keyword Collector
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Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Core AI
(4)
Core Methods
(4)
Deep Learning
(3)
Knowledge & Reasoning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Representation
(3)
Applications
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Architectures
(1)
Learning Paradigms
(1)
Keywords
product attribute
(2)
large language model
(2)
sequence labeling
(2)
policy learning
(1)
concept hierarchy
(1)
reading comprehension
(1)
empirical study
(1)
graph representation
(1)
energy efficiency
(1)
concept learning
(1)
evaluation benchmark
(1)
knowledge graph embedding
(1)
entity embedding
(1)
variational autoencoder
(1)
mixture of expert
(1)
instruction following
(1)
inference optimization
(1)
inference efficiency
(1)
ontology learning
(1)
information extraction
(1)
Papers
Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision
ACL 2026
LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models
AAAI 2026
An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint
EMNLP 2025
Data Center Cooling System Optimization Using Offline Reinforcement Learning
ICLR 2025
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs
ACL 2023
Ask-and-Verify: Span Candidate Generation and Verification for Attribute Value Extraction
EMNLP 2022
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
ACL 2021
Relation Discovery with Out-of-Relation Knowledge Base as Supervision
NAACL 2019