Binhua Li
19 papers · 2019–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (6)
🌈
Renaissance Researcher
(6)
🌍
Conference Polyglot
(8)
🏃
Academic Marathon
(6)
🤝
Dynamic Duo
(17)
👥
Mega-Team
(20)
🧬
Topic Evolution
💎
Century Club
(17)
🗃️
Keyword Collector
(79)
❓
The Questioner
🔥
Unstoppable
(7)
Conferences
ACL (7)
EMNLP (3)
AAAI (2)
COLING (2)
NIPS (2)
EACL (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
few-shot learning
(4)
code generation
(4)
large language model
(4)
text classification
(3)
semantic parsing
(3)
text-to-sql parsing
(3)
dynamic routing
(3)
induction network
(2)
class-wise representation
(2)
attention mechanism
(1)
sentiment classification
(1)
benchmark evaluation
(1)
temporal information
(1)
text generation
(1)
temporal modeling
(1)
source code
(1)
model uncertainty
(1)
in-context learning
(1)
context modeling
(1)
semantic alignment
(1)
Papers
Large Language Model Unlearning for Source Code
AAAI 2026
RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization
ACL 2026
Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining
ICLR 2025
ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration
ACL 2025
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories
ACL 2024
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations
NIPS 2024
Iterative Forward Tuning Boosts In-Context Learning in Language Models
ACL 2024
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
NIPS 2023
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality
ACL 2023
History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling
ACL 2023
Plan-then-Seam: Towards Efficient Table-to-Text Generation
EACL 2023
Graph-to-Text Generation with Dynamic Structure Pruning
COLING 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing
EMNLP 2022
Towards Generalizable and Robust Text-to-SQL Parsing
EMNLP 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers
COLING 2022
Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing
AAAI 2021
Dynamic Memory Induction Networks for Few-Shot Text Classification
ACL 2020
Induction Networks for Few-Shot Text Classification
EMNLP 2019
Induction Networks for Few-Shot Text Classification
IJCNLP 2019