Xiaojun Quan

65 papers · 2013–2026 · 9 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (12) 🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (101) 🌈 Renaissance Researcher (7) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (9) 🏠 Conference Loyalist (24) 🤝 Dynamic Duo (15) 🏆 Grand Slam 🌱 Topic Pioneer 🔬 Deep Specialist (10) 🧬 Topic Evolution 🏆 Keyword Champion (6) 💎 Century Club (64) 🔥 Unstoppable (7) ⚡ Prolific Year (5) 🗃️ Keyword Collector (261)

Conferences

ACL (24) EMNLP (16) AAAI (6) IJCNLP (6) COLING (5) ICLR (3) IJCAI (3) ICML (1) NIPS (1)

Top co-authors

Fanqi Wan (15) Qifan Wang (15) Weizhou Shen (11) Tao Yang (10) Qinliang Su (9) Yunyi Yang (8) Zenan Xu (6) Rui Wang (6) Hongzhan Chen (6) Jianxing Yu (6)

Keywords

large language model (12) graph neural network (6) personality detection (6) attention mechanism (5) knowledge distillation (5) pre-trained language model (4) neural network (3) task-oriented dialog (3) preference optimization (3) model compression (3) dialogue system (3) response generation (3) contrastive learning (3) machine reading comprehension (3) text classification (3) prompt tuning (3) dependency tree (3) graph attention network (3) question generation (2) joint learning (2)

Papers

ProFuser: Progressive Fusion of Large Language Models AAAI 2026

Weighted-Reward Preference Optimization for Implicit Model Fusion ICLR 2025

Discriminative Policy Optimization for Token-Level Reward Models ICML 2025

Advantage-Guided Distillation for Preference Alignment in Small Language Models ICLR 2025

Cool-Fusion: Fuse Large Language Models without Training ACL 2025

ReAlign: Structured Revision for Small Language Model Alignment EMNLP 2025

ThinkSwitcher: When to Think Hard, When to Think Fast EMNLP 2025

FuseChat: Knowledge Fusion of Chat Models EMNLP 2025

Edit-Wise Preference Optimization for Grammatical Error Correction COLING 2025

BlockPruner: Fine-grained Pruning for Large Language Models ACL 2025

Mutual-Taught for Co-adapting Policy and Reward Models ACL 2025

Knowledge Fusion of Large Language Models ICLR 2024

Self-Evolution Fine-Tuning for Policy Optimization EMNLP 2024

Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector ACL 2024

SocialBench: Sociality Evaluation of Role-Playing Conversational Agents ACL 2024

Small LLMs Are Weak Tool Learners: A Multi-LLM Agent EMNLP 2024

Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024

MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction ACL 2023

A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension AAAI 2023

Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection AAAI 2023

MUSTIE: Multimodal Structural Transformer for Web Information Extraction ACL 2023

AD-KD: Attribution-Driven Knowledge Distillation for Language Model Compression ACL 2023

Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog ACL 2023

Disentangled Phonetic Representation for Chinese Spelling Correction ACL 2023

Joint Generator-Ranker Learning for Natural Language Generation ACL 2023

Clustering-Aware Negative Sampling for Unsupervised Sentence Representation ACL 2023

Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems EMNLP 2023

Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System EMNLP 2023

APrompt: Attention Prompt Tuning for Efficient Adaptation of Pre-trained Language Models EMNLP 2023

Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration EMNLP 2023

PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection EMNLP 2023

MCC-KD: Multi-CoT Consistent Knowledge Distillation EMNLP 2023

Autoregressive Entity Generation for End-to-End Task-Oriented Dialog COLING 2022

GL-RG: Global-Local Representation Granularity for Video Captioning IJCAI 2022

XPrompt: Exploring the Extreme of Prompt Tuning EMNLP 2022

AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning NIPS 2022

Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation EMNLP 2022

Psycholinguistic Tripartite Graph Network for Personality Detection IJCNLP 2021

Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory ACL 2021

Retrieve & Memorize: Dialog Policy Learning with Multi-Action Memory IJCNLP 2021

Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene IJCNLP 2021

DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition AAAI 2021

Directed Acyclic Graph Network for Conversational Emotion Recognition ACL 2021

Psycholinguistic Tripartite Graph Network for Personality Detection ACL 2021

Syntax-Enhanced Pre-trained Model ACL 2021

Learning to Answer Psychological Questionnaire for Personality Detection EMNLP 2021

Syntax-Enhanced Pre-trained Model IJCNLP 2021

Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene ACL 2021

UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2 AAAI 2021

Multi-Document Transformer for Personality Detection AAAI 2021

Directed Acyclic Graph Network for Conversational Emotion Recognition IJCNLP 2021

Multi-choice Relational Reasoning for Machine Reading Comprehension COLING 2020

Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge ACL 2020

Multi-Domain Dialogue Acts and Response Co-Generation ACL 2020

Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation ACL 2020

Low-Resource Generation of Multi-hop Reasoning Questions ACL 2020

Relational Graph Attention Network for Aspect-based Sentiment Analysis ACL 2020

Constituency Lattice Encoding for Aspect Term Extraction COLING 2020

Embedding Dynamic Attributed Networks by Modeling the Evolution Processes COLING 2020

BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization ACL 2019

A Deep Neural Information Fusion Architecture for Textual Network Embeddings EMNLP 2019

A Deep Neural Information Fusion Architecture for Textual Network Embeddings IJCNLP 2019

Short and Sparse Text Topic Modeling via Self-Aggregation IJCAI 2015

Regularizing Flat Latent Variables with Hierarchical Structures IJCAI 2015

Non-Monotonic Sentence Alignment via Semisupervised Learning ACL 2013