Yongbin Li

88 papers · 2017–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (11) 🌍 Conference Polyglot (12) 🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (8) 🏠 Conference Loyalist (31) 🤝 Dynamic Duo (59) 🏆 Grand Slam 👥 Mega-Team (20) 🔬 Deep Specialist (22) 🧬 Topic Evolution 🏆 Keyword Champion (2) ❓ The Questioner 🗃️ Keyword Collector (385) 💎 Century Club (86) 🔥 Unstoppable (9) 📈 Trend Setter ⚡ Prolific Year (21)

Conferences

ACL (31) EMNLP (22) AAAI (8) COLING (8) NIPS (4) ICLR (3) IJCNLP (3) NAACL (3) CVPR (2) SEMEVAL (2) EACL (1) ICML (1)

Top co-authors

Fei Huang (60) Haiyang Yu (23) Yuchuan Wu (21) Binhua Li (18) Bowen Yu (16) Binyuan Hui (15) Jian Sun (15) Min Yang (12) Luo Si (11) Ting-En Lin (11)

Keywords

large language model (25) dialogue system (11) few-shot learning (8) multimodal learning (5) task-oriented dialogue (5) contrastive learning (5) text-to-sql parsing (4) attention mechanism (4) code generation (4) semantic parsing (4) question answering (4) dialogue state tracking (4) policy optimization (4) curriculum learning (4) model alignment (4) multi-task learning (4) retrieval-augmented generation (4) semi-supervised learning (3) benchmark evaluation (3) instruction following (3)

Papers

Large Language Model Unlearning for Source Code AAAI 2026

Selective Weak-to-Strong Generalization AAAI 2026

SDPO: Segment-Level Direct Preference Optimization for Social Agents ACL 2025

DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking ACL 2025

Transferable Post-training via Inverse Value Learning NAACL 2025

Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining ICLR 2025

On the Role of Attention Heads in Large Language Model Safety ICLR 2025

Debate Helps Weak-to-Strong Generalization AAAI 2025

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization ICLR 2025

CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization EMNLP 2025

EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models EMNLP 2025

Reverse Preference Optimization for Complex Instruction Following ACL 2025

MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct ACL 2025

DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling ACL 2025

Supervised Optimism Correction: Be Confident When LLMs Are Sure ACL 2025

OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction ACL 2025

ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration ACL 2025

IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization ACL 2025

EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning ACL 2025

Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts COLING 2024

EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations NIPS 2024

Self-Retrieval: End-to-End Information Retrieval with One Large Language Model NIPS 2024

Preference Ranking Optimization for Human Alignment AAAI 2024

One-Shot Learning as Instruction Data Prospector for Large Language Models ACL 2024

Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024

Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use ACL 2024

Iterative Forward Tuning Boosts In-Context Learning in Language Models ACL 2024

DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories ACL 2024

SoFA: Shielded On-the-fly Alignment via Priority Rule Following ACL 2024

Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment COLING 2024

Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models COLING 2024

Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment COLING 2024

UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt COLING 2024

Aligning Logits Generatively for Principled Black-Box Knowledge Distillation CVPR 2024

Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer CVPR 2024

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA EMNLP 2024

How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States EMNLP 2024

FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents EMNLP 2024

Improving Factual Consistency of News Summarization by Contrastive Preference Optimization EMNLP 2024

Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch ICML 2024

Fine-Tuning Language Models with Reward Learning on Policy NAACL 2024

Enhancing the General Agent Capabilities of Low-Paramter LLMs through Tuning and Multi-Branch Reasoning NAACL 2024

Universal Information Extraction with Meta-Pretrained Self-Retrieval ACL 2023

SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents NIPS 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

Plan-then-Seam: Towards Efficient Table-to-Text Generation EACL 2023

Diversify Question Generation with Retrieval-Augmented Style Transfer EMNLP 2023

API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs EMNLP 2023

Causal Document-Grounded Dialogue Pre-training EMNLP 2023

Improving Question Generation with Multi-level Content Planning EMNLP 2023

Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection EMNLP 2023

Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue EMNLP 2023

Unified Language Representation for Question Answering over Text, Tables, and Images ACL 2023

Domain Incremental Lifelong Learning in an Open World ACL 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

Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment ACL 2023

Long-Tailed Question Answering in an Open World ACL 2023

History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling ACL 2023

CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality ACL 2023

Sequence Parallelism: Long Sequence Training from System Perspective ACL 2023

Estimating Soft Labels for Out-of-Domain Intent Detection EMNLP 2022

CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation EMNLP 2022

Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings EMNLP 2022

Semi-Supervised Lifelong Language Learning EMNLP 2022

SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers COLING 2022

Graph-to-Text Generation with Dynamic Structure Pruning COLING 2022

GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection AAAI 2022

SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022

S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers ACL 2022

Towards Generalizable and Robust Text-to-SQL Parsing EMNLP 2022

Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots EMNLP 2022

Towards Generalized Open Information Extraction EMNLP 2022

STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing EMNLP 2022

A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots ACL 2022

UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition EMNLP 2022

Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking IJCNLP 2021

Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking ACL 2021

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

Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment ACL 2020

Induction Networks for Few-Shot Text Classification IJCNLP 2019

Induction Networks for Few-Shot Text Classification EMNLP 2019

Lyb3b at SemEval-2018 Task 11: Machine Comprehension Task using Deep Learning Models SEMEVAL 2018

Lyb3b at SemEval-2018 Task 12: Ensemble-based Deep Learning Models for Argument Reasoning Comprehension Task SEMEVAL 2018

YNUDLG at IJCNLP-2017 Task 5: A CNN-LSTM Model with Attention for Multi-choice Question Answering in Examinations IJCNLP 2017