Peilin Wu
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (7) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
Conferences
EMNLP (2)
ACL (1)
CORL (1)
Top co-authors
Keywords
llm agent
(2)
benchmark evaluation
(1)
uncertainty quantification
(1)
language modeling
(1)
inductive reasoning
(1)
rule learning
(1)
language model
(1)
retrieval-augmented generation
(1)
abductive reasoning
(1)
code synthesis
(1)
hypothesis generation
(1)
deductive reasoning
(1)
interactive environment
(1)
multi-step reasoning
(1)
scientific reasoning
(1)
agentic system
(1)
large language model
(1)
code reproduction
(1)
agentic search
(1)
search optimization
(1)
Papers
IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction
ACL 2025
LMR-BENCH: Evaluating LLM Agentβs Ability on Reproducing Language Modeling Research
EMNLP 2025
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty
EMNLP 2025
Bridging the Sim-to-Real Gap from the Information Bottleneck Perspective
CORL 2024