Dawei Yin

80 papers · 2013–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) 🏃 Academic Marathon (12) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (11) 🏠 Conference Loyalist (22) 🏆 Grand Slam 🧬 Topic Evolution 🤝 Dynamic Duo (34) 🔬 Deep Specialist (15) 🏆 Keyword Champion 📈 Trend Setter 💎 Century Club (76) 🗃️ Keyword Collector (326) 🔥 Unstoppable (5) ❓ The Questioner (2) ⚡ Prolific Year (23) 🚀 Conference Pioneer

Conferences

EMNLP (22) ACL (18) AAAI (10) IJCAI (7) NAACL (6) NIPS (5) AISTATS (2) COLING (2) ICLR (2) ICML (2) IJCNLP (2) CVPR (1) ECCV (1)

Top co-authors

Shuaiqiang Wang (37) Zhaochun Ren (17) Lingyong Yan (16) Hengyi Cai (15) Xinyu Ma (9) Hongshen Chen (9) Pengjie Ren (7) Yiding Liu (7) Xiaochi Wei (7) Jiliang Tang (7)

Research topics

Keywords

large language model (22) information retrieval (13) retrieval-augmented generation (12) knowledge distillation (7) question answering (6) reinforcement learning (5) dialogue generation (5) data augmentation (4) instruction tuning (4) response generation (4) language model (4) transfer learning (4) zero-shot learning (3) in-context learning (3) document retrieval (3) model editing (3) knowledge editing (3) preference optimization (3) direct preference optimization (3) contrastive learning (3)

Papers

Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning AAAI 2026

Thinking Forward and Backward: Multi-Objective Reinforcement Learning for Retrieval-Augmented Reasoning AAAI 2026

Efficient Thought Space Exploration Through Strategic Intervention AAAI 2026

AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization AAAI 2026

PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization NAACL 2025

TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning EMNLP 2025

Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation EMNLP 2025

Hgformer: Hyperbolic Graph Transformer for Collaborative Filtering ICML 2025

Towards S²-Challenges Underlying LLM-Based Augmentation for Personalized News Recommendation AAAI 2025

InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct AAAI 2025

MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization ICLR 2025

From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions ICLR 2025

Uplift-RAG: Uplift-Driven Knowledge Preference Alignment for Retrieval-Augmented Generation EMNLP 2025

CoRanking: Collaborative Ranking with Small and Large Ranking Agents EMNLP 2025

RACQC: Advanced Retrieval-Augmented Generation for Chinese Query Correction EMNLP 2025

CTR-Guided Generative Query Suggestion in Conversational Search EMNLP 2025

Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models ACL 2025

LLMs + Persona-Plug = Personalized LLMs ACL 2025

The Mirage of Model Editing: Revisiting Evaluation in the Wild ACL 2025

Enhancing Retrieval-Augmented Generation via Evidence Tree Search ACL 2025

Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation ACL 2025

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ACL 2025

Proactive Guidance of Multi-Turn Conversation in Industrial Search ACL 2025

Task Knowledge Injection via Interpolations and Reinstatement for Large Language Model Generalization ACL 2025

Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking EMNLP 2025

Retrieval Models Aren’t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models ACL 2025

Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization EMNLP 2025

Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025

Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization CVPR 2025

Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification ICML 2024

G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models NIPS 2024

Cross-model Control: Improving Multiple Large Language Models in One-time Training NIPS 2024

Exploring Memorization in Fine-tuned Language Models ACL 2024

The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG) ACL 2024

The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ACL 2024

Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024

Powerful and Flexible: Personalized Text-to-Image Generation via Reinforcement Learning ECCV 2024

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024

Towards Verifiable Text Generation with Evolving Memory and Self-Reflection EMNLP 2024

ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator EMNLP 2024

MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024

KnowTuning: Knowledge-aware Fine-tuning for Large Language Models EMNLP 2024

GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation EMNLP 2024

The Fall of ROME: Understanding the Collapse of LLMs in Model Editing EMNLP 2024

Learning to Use Tools via Cooperative and Interactive Agents EMNLP 2024

GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search (Extended Abstract) IJCAI 2024

MPGraf: a Modular and Pre-trained Graphformer for Learning to Rank at Web-scale (Extended Abstract) IJCAI 2024

VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization NAACL 2024

MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion NAACL 2024

Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method NAACL 2024

A Robust Semantics-based Watermark for Large Language Model against Paraphrasing NAACL 2024

UEGP: Unified Expert-Guided Pre-training for Knowledge Rekindle NAACL 2024

Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? ACL 2023

Feature-Level Debiased Natural Language Understanding AAAI 2023

Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents EMNLP 2023

Boosting Event Extraction with Denoised Structure-to-Text Augmentation ACL 2023

Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking NIPS 2023

Learning to Tokenize for Generative Retrieval NIPS 2023

DiQAD: A Benchmark Dataset for Open-domain Dialogue Quality Assessment EMNLP 2023

Original Content Is All You Need! an Empirical Study on Leveraging Answer Summary for WikiHowQA Answer Selection Task COLING 2022

On Length Divergence Bias in Textual Matching Models ACL 2022

A Large Scale Search Dataset for Unbiased Learning to Rank NIPS 2022

PILE: Pairwise Iterative Logits Ensemble for Multi-Teacher Labeled Distillation EMNLP 2022

Modeling Topical Relevance for Multi-Turn Dialogue Generation IJCAI 2020

Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight ACL 2020

Exemplar Guided Neural Dialogue Generation IJCAI 2020

Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation AAAI 2020

Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network AAAI 2020

Semi-supervised User Profiling with Heterogeneous Graph Attention Networks IJCAI 2019

Adaptive Parameterization for Neural Dialogue Generation EMNLP 2019

Adaptive Parameterization for Neural Dialogue Generation IJCNLP 2019

Attribute-aware Sequence Network for Review Summarization IJCNLP 2019

Spectral Clustering in Heterogeneous Information Networks AAAI 2019

Attribute-aware Sequence Network for Review Summarization EMNLP 2019

Knowledge Diffusion for Neural Dialogue Generation ACL 2018

Learning Tag Dependencies for Sequence Tagging IJCAI 2018

Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures ACL 2018

Timeline Summarization from Social Media with Life Cycle Models IJCAI 2016

Consistent Collective Matrix Completion under Joint Low Rank Structure AISTATS 2015

Convex Collective Matrix Factorization AISTATS 2013