Jin Xu

49 papers · 2019–2026 · 13 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (13) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (8) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (6) 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🏆 Grand Slam 🤝 Dynamic Duo (10) 🔬 Deep Specialist (11) 🧬 Topic Evolution 🔥 Unstoppable (7) 🚀 Conference Pioneer ⚡ Prolific Year (5) 🗃️ Keyword Collector (269) ❓ The Questioner (2) 💎 Century Club (48) 📈 Trend Setter

Conferences

ACL (12) AAAI (10) NIPS (8) EMNLP (5) ICML (3) IJCNLP (3) COLING (2) ECCV (1) ICLR (1) IJCAI (1) INTERSPEECH (1) NAACL (1) RSS (1)

Top co-authors

Meng Liao (10) Hongyu Lin (8) Le Sun (8) Xianpei Han (8) Xu Tan (5) Jialong Tang (5) Tao Qin (5) Yaojie Lu (5) Yichong Leng (5) Tie-yan Liu (4)

Keywords

large language model (6) event extraction (4) automatic speech recognition (4) text generation (3) language model (3) zero-shot learning (3) domain adaptation (3) transfer learning (3) masked language model (2) speech processing (2) multimodal learning (2) named entity recognition (2) reinforcement learning (2) active learning (2) representation learning (2) knowledge distillation (2) curriculum learning (2) probabilistic modeling (2) knowledge extraction (2) model compression (2)

Papers

ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning AAAI 2026

Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation ACL 2025

InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training ACL 2025

WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models ACL 2025

QuantAgents: Towards Multi-agent Financial System via Simulated Trading EMNLP 2025

Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025

Synonymous Variational Inference for Perceptual Image Compression ICML 2025

SYSUpporter Team at BEA 2025 Shared Task: Class Compensation and Assignment Optimization for LLM-generated Tutor Identification ACL 2025

Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models ACL 2025

SynFix: Dependency-Aware Program Repair via RelationGraph Analysis ACL 2025

Depth Aware Hierarchical Replay Continual Learning for Knowledge Based Question Answering COLING 2024

$\boldsymbol{\mu}\mathbf{P^2}$: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling NIPS 2024

cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers NIPS 2024

On Feature Learning in Structured State Space Models NIPS 2024

SIG: Speaker Identification in Literature via Prompt-Based Generation AAAI 2024

AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension ACL 2024

VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool ACL 2024

DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding COLING 2024

Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy EMNLP 2024

Understanding In-Context Learning from Repetitions ICLR 2024

Deep Stochastic Processes via Functional Markov Transition Operators NIPS 2023

ECO v1: Towards Event-Centric Opinion Mining ACL 2022

Residual Learning of Neural Text Generation with n-gram Language Model EMNLP 2022

Analyzing and Mitigating Interference in Neural Architecture Search ICML 2022

Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation NIPS 2022

Procedural Text Understanding via Scene-Wise Evolution AAAI 2022

From Discourse to Narrative: Knowledge Projection for Event Relation Extraction ACL 2021

Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases ACL 2021

GSPL: A Succinct Kernel Model for Group-Sparse Projections Learning of Multiview Data IJCAI 2021

From Discourse to Narrative: Knowledge Projection for Event Relation Extraction IJCNLP 2021

Hierarchical Coherence Modeling for Document Quality Assessment AAAI 2021

Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction ACL 2021

FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition NIPS 2021

FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition EMNLP 2021

Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases IJCNLP 2021

Group Equivariant Subsampling NIPS 2021

Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction IJCNLP 2021

Speech-T: Transducer for Text to Speech and Beyond NIPS 2021

Fully Exploiting Cascade Graphs for Real-time Forwarding Prediction AAAI 2021

Active Learning with Query Generation for Cost-Effective Text Classification AAAI 2020

Weak Supervision for Fake News Detection via Reinforcement Learning AAAI 2020

Whole-Body Human Pose Estimation in the Wild ECCV 2020

Incorporate Semantic Structures into Machine Translation Evaluation via UCCA EMNLP 2020

A Bayesian Framework for Nash Equilibrium Inference in Human-Robot Parallel Play RSS 2020

MetaFun: Meta-Learning with Iterative Functional Updates ICML 2020

MultiSpeech: Multi-Speaker Text to Speech with Transformer INTERSPEECH 2020

Transfer Value Iteration Networks AAAI 2020

Simultaneous Learning of Pivots and Representations for Cross-Domain Sentiment Classification AAAI 2020

Popularity Prediction on Online Articles with Deep Fusion of Temporal Process and Content Features AAAI 2019