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← Authors

Binyuan Hui

37 papers · 2020–2026 · 7 conferences · across top CS/AI conferences

Achievements

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+13 more ↓ 🌍 Conference Polyglot (7) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11)
🌈 Renaissance Researcher (9) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) 🤝 Dynamic Duo (15) 🏆 Grand Slam 👥 Mega-Team (33) 🔬 Deep Specialist (12) 🧬 Topic Evolution 🗃️ Keyword Collector (149) ❓ The Questioner ⚡ Prolific Year (8) 🔥 Unstoppable (6) 💎 Century Club (35)

Conferences

ACL (10) EMNLP (7) ICLR (7) AAAI (6) COLING (5) ICML (1) NIPS (1)

Top co-authors

Yongbin Li (15) Fei Huang (12) Min Yang (10) Jiaxi Yang (10) Junyang Lin (10) Bowen Li (10) Jian Yang (7) Lei Zhang (6) Binhua Li (6) Luo Si (5)

Research topics

Privacy (1)

Keywords

large language model (10) instruction tuning (7) code generation (6) benchmark evaluation (4) text-to-sql parsing (3) dialogue system (3) semantic parsing (3) semi-supervised learning (2) contrastive learning (2) domain generalization (2) natural language interface (2) language model (2) curriculum learning (2) multimodal learning (2) synthetic datum (2) code understanding (2) graph clustering (1) information bottleneck (1) transfer learning (1) adversarial learning (1)

Papers

From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning ACL 2026 Towards Better Correctness and Efficiency in Code Generation AAAI 2026 START: Self-taught Reasoner with Tools EMNLP 2025 Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study COLING 2025 CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025 Fine-Tuning Language Models with Collaborative and Semantic Experts AAAI 2025 Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation ICLR 2025 DEEM: Diffusion models serve as the eyes of large language models for image perception ICLR 2025 BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions ICLR 2025 OpenHands: An Open Platform for AI Software Developers as Generalist Agents ICLR 2025 Synthesizing Software Engineering Data in a Test-Driven Manner ICML 2025 Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning ACL 2025 IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web ACL 2025 NLP+Code: Code Intelligence in Language Models EMNLP 2025 Turning the Tide: Repository-based Code Reflection EMNLP 2025 OLMoE: Open Mixture-of-Experts Language Models ICLR 2025 Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment COLING 2024 One-Shot Learning as Instruction Data Prospector for Large Language Models ACL 2024 Synthesizing Text-to-SQL Data from Weak and Strong LLMs ACL 2024 Iterative Forward Tuning Boosts In-Context Learning in Language Models ACL 2024 Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts COLING 2024 Lemur: Harmonizing Natural Language and Code for Language Agents ICLR 2024 OctoPack: Instruction Tuning Code Large Language Models ICLR 2024 An Investigation of LLMs’ Inefficacy in Understanding Converse Relations EMNLP 2023 Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs NIPS 2023 Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark ACL 2023 PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts ACL 2023 History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling ACL 2023 SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph AAAI 2023 Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing AAAI 2023 TrojanSQL: SQL Injection against Natural Language Interface to Database EMNLP 2023 SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers COLING 2022 SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022 STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing EMNLP 2022 S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers ACL 2022 Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing AAAI 2021 Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning AAAI 2020