Boyan Li
8 papers · 2012–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5)
🏃
Academic Marathon
(13)
🚀
Conference Pioneer
❓
The Questioner
Conferences
ACL (3)
ICLR (1)
ICML (1)
IJCAI (1)
NIPS (1)
NSDI (1)
Top co-authors
Keywords
representation learning
(1)
contrastive learning
(1)
benchmark evaluation
(1)
offline reinforcement learning
(1)
domain adaptation
(1)
statistical analysis
(1)
in-context learning
(1)
model evaluation
(1)
semantic parsing
(1)
hypothesis testing
(1)
policy adaptation
(1)
evaluation metric
(1)
multi-agent framework
(1)
large language model
(1)
multi-turn evaluation
(1)
natural language to sql
(1)
execution accuracy
(1)
feedback simulation
(1)
applicability assessment
(1)
deep research agent
(1)
Papers
ROSE: An Intent-Centered Evaluation Metric for NL2SQL
ACL 2026
Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision
ACL 2026
DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency
ACL 2026
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
ICML 2025
Are Large Language Models Good Statisticians?
NIPS 2024
PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations
IJCAI 2022
HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation
ICLR 2022
XIA: Efficient Support for Evolvable Internetworking
NSDI 2012