Jian Wu

104 papers · 2010–2026 · 19 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (25) 🏃 Academic Marathon (15) 🧭 Keyword Pioneer 🌍 Conference Polyglot (19) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8) 🔬 Deep Specialist (15) 🧬 Topic Evolution 🏆 Keyword Champion 🏆 Grand Slam 🤝 Dynamic Duo (20) 💎 Century Club (103) ❓ The Questioner (4) 🚀 Conference Pioneer ⚡ Prolific Year (11) 🔥 Unstoppable (12) 🗃️ Keyword Collector (74) 📈 Trend Setter

Conferences

INTERSPEECH (18) AAAI (10) IJCAI (10) NIPS (9) MICCAI (9) ACL (8) EMNLP (8) ICLR (6) COLING (5) NAACL (5) CVPR (4) ICML (3) IJCNLP (2) ICCV (2) MIDL (1) ECCV (1) AISTATS (1) UAI (1) WACV (1)

Top co-authors

Jintai Chen (20) Zuozhu Liu (18) Yang Feng (12) Zhuo Chen (10) Haochao Ying (10) Hongxia Xu (9) Danny Chen (8) Danny Z. Chen (8) Jinyu Li (7) Jiahuan Yan (7)

Research topics

Keywords

large language model (13) representation learning (7) automatic speech recognition (5) deep learning (5) speech separation (5) multimodal learning (5) speech recognition (5) ordinal regression (5) neural network (4) word error rate (4) medical imaging (4) bayesian optimization (4) semi-supervised learning (3) graph neural network (3) knowledge distillation (3) knowledge gradient (3) data augmentation (3) convolutional neural network (3) streaming asr (3) image classification (2)

Papers

LAMDAS: LLM as an Implicit Classifier for Domain-specific Data Selection AAAI 2026

Fair-MoE: Medical Fairness-Oriented Mixture of Experts in Vision-Language Models MICCAI 2025

Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer AAAI 2025

ProtCLIP: Function-Informed Protein Multi-Modal Learning AAAI 2025

M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation ACL 2025

HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025

LLMs Can Simulate Standardized Patients via Agent Coevolution ACL 2025

Towards Reliable Large Audio Language Model ACL 2025

From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs ACL 2025

Reason from Future: Reverse Thought Chain Enhances LLM Reasoning ACL 2025

Rethinking Neural-based Matrix Inversion: Why can’t, and Where can AISTATS 2025

Scalable Autoregressive Monocular Depth Estimation CVPR 2025

Icon2: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation EMNLP 2025

LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability EMNLP 2025

MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning EMNLP 2025

Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding EMNLP 2025

OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM ICCV 2025

Small Models are LLM Knowledge Triggers for Medical Tabular Prediction ICLR 2025

MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions ICLR 2025

CofCA: A STEP-WISE Counterfactual Multi-hop QA benchmark ICLR 2025

DiTAR: Diffusion Transformer Autoregressive Modeling for Speech Generation ICML 2025

Modality-Fair Preference Optimization for Trustworthy MLLM Alignment IJCAI 2025

Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression IJCAI 2025

Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning MICCAI 2025

RefineNet: Elevating Medical Foundation Models through Quality-Centric Data Curation by MLLM-Annotated Proxy Distillation MICCAI 2025

Uncertainty-Aware Multi-Expert Knowledge Distillation for Imbalanced Disease Grading MICCAI 2025

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis MICCAI 2025

Identifying and Mitigating Social Bias Knowledge in Language Models NAACL 2025

TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement NAACL 2025

MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering NAACL 2025

Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection NIPS 2024

COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning INTERSPEECH 2024

DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM ECCV 2024

Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications EMNLP 2024

VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis EMNLP 2024

Coarse-to-Fine Latent Diffusion Model for Glaucoma Forecast on Sequential Fundus Images MICCAI 2024

LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation MICCAI 2024

PX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-ray MICCAI 2024

TeleOR: Real-time Telemedicine System for Full-Scene Operating Room MICCAI 2024

FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data ICLR 2024

Making Pre-trained Language Models Great on Tabular Prediction ICLR 2024

Mind’s Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models NAACL 2024

Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences COLING 2024

ETDPC: A Multimodality Framework for Classifying Pages in Electronic Theses and Dissertations AAAI 2024

Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning AAAI 2024

Personalized Heart Disease Detection via ECG Digital Twin Generation IJCAI 2024

AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey IJCAI 2024

MFIF-Net: A Multi-Focal Image Fusion Network for Implantation Outcome Prediction of Blastocyst MIDL 2024

MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant CVPR 2024

Bridge-IF: Learning Inverse Protein Folding with Markov Bridges NIPS 2024

MolHF: A Hierarchical Normalizing Flow for Molecular Graph Generation IJCAI 2023

Sample-efficient Multi-objective Molecular Optimization with GFlowNets NIPS 2023

Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer NIPS 2023

Towards Distribution-Agnostic Generalized Category Discovery NIPS 2023

Fast Model DeBias with Machine Unlearning NIPS 2023

TACR: A Table Alignment-based Cell Selection Method for HybridQA ACL 2023

Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification EMNLP 2023

T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction AAAI 2023

Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction ICCV 2023

TabCaps: A Capsule Neural Network for Tabular Data Classification with BoW Routing ICLR 2023

Robust Image Ordinal Regression with Controllable Image Generation IJCAI 2023

DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022

A Synthetic Prediction Market for Estimating Confidence in Published Work AAAI 2022

Streaming Multi-Talker ASR with Token-Level Serialized Output Training INTERSPEECH 2022

Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? INTERSPEECH 2022

DeepPatent: Large Scale Patent Drawing Recognition and Retrieval WACV 2022

Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings INTERSPEECH 2022

Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation IJCAI 2022

DANets: Deep Abstract Networks for Tabular Data Classification and Regression AAAI 2022

ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases ICML 2022

Ultra Fast Speech Separation Model with Teacher Student Learning INTERSPEECH 2021

A Receptor Skeleton for Capsule Neural Networks ICML 2021

Dig into Multi-modal Cues for Video Retrieval with Hierarchical Alignment IJCAI 2021

Electrocardio Panorama: Synthesizing New ECG views with Self-supervision IJCAI 2021

Extractive Research Slide Generation Using Windowed Labeling Ranking NAACL 2021

To Choose or to Fuse? Scale Selection for Crowd Counting AAAI 2021

Investigation of Practical Aspects of Single Channel Speech Separation for ASR INTERSPEECH 2021

AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario INTERSPEECH 2021

Sequence-Level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models INTERSPEECH 2021

Channel-Wise Subband Input for Better Voice and Accompaniment Separation on High Resolution Music INTERSPEECH 2020

Speaker Attribution with Voice Profiles by Graph-Based Semi-Supervised Learning INTERSPEECH 2020

An End-to-End Architecture of Online Multi-Channel Speech Separation INTERSPEECH 2020

DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement INTERSPEECH 2020

NPU Speaker Verification System for INTERSPEECH 2020 Far-Field Speaker Verification Challenge INTERSPEECH 2020

Acknowledgement Entity Recognition in CORD-19 Papers EMNLP 2020

A Hierarchical Graph Network for 3D Object Detection on Point Clouds CVPR 2020

1-D Row-Convolution LSTM: Fast Streaming ASR at Accuracy Parity with LC-BLSTM INTERSPEECH 2020

Bandpass Noise Generation and Augmentation for Unified ASR INTERSPEECH 2020

Fast and Slow Acoustic Model INTERSPEECH 2020

Improved Speaker-Dependent Separation for CHiME-5 Challenge INTERSPEECH 2019

Cleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets AAAI 2019

Practical Two-Step Lookahead Bayesian Optimization NIPS 2019

A Comprehensive Study of Speech Separation: Spectrogram vs Waveform Separation INTERSPEECH 2019

Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning UAI 2019

X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks CVPR 2019

Sequential Recommender System based on Hierarchical Attention Networks IJCAI 2018

Bayesian Optimization with Gradients NIPS 2017

The Parallel Knowledge Gradient Method for Batch Bayesian Optimization NIPS 2016

Tibetan Unknown Word Identification from News Corpora for Supporting Lexicon-based Tibetan Word Segmentation ACL 2015

Tibetan Unknown Word Identification from News Corpora for Supporting Lexicon-based Tibetan Word Segmentation IJCNLP 2015

Zipf’s Law and Statistical Data on Modern Tibetan COLING 2014

Tibetan Base Noun Phrase Identification Framework Based on Chinese-Tibetan Sentence Aligned Corpus COLING 2012

Compression Methods by Code Mapping and Code Dividing for Chinese Dictionary Stored in a Double-Array Trie IJCNLP 2011

Tibetan Number Identification Based on Classification of Number Components in Tibetan Word Segmentation COLING 2010