Yan Liang
9 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ACL (3)
EMNLP (2)
AAAI (1)
ICLR (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
sequence labeling
(3)
adaptive decoding
(2)
large language model
(2)
mixture of expert
(2)
product attribute
(2)
multi-attribute extraction
(2)
graph representation
(1)
instruction following
(1)
information extraction
(1)
entity embedding
(1)
knowledge graph embedding
(1)
evaluation benchmark
(1)
inference optimization
(1)
inference efficiency
(1)
reading comprehension
(1)
variational auto-encoder
(1)
reasoning ability
(1)
concept hierarchy
(1)
attribute embedding
(1)
multi-hop reasoning
(1)
Papers
LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models
AAAI 2026
Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision
ACL 2026
Data Center Cooling System Optimization Using Offline Reinforcement Learning
ICLR 2025
An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint
EMNLP 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
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding
IJCNLP 2021
Relation Discovery with Out-of-Relation Knowledge Base as Supervision
NAACL 2019