← Authors

Ming Li

162 papers · 2010–2026 · 21 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (9) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (15) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (21) πŸ—ΊοΈ Taxonomy Completionist (29) 🏠 Conference Loyalist (34) 🀝 Dynamic Duo (14) πŸ† Keyword Champion (5) πŸ† Grand Slam πŸ”¬ Deep Specialist (26) ❓ The Questioner (3) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (10) ⚑ Prolific Year (9) πŸ’Ž Century Club (144) πŸ—ƒοΈ Keyword Collector (102)

Conferences

AAAI (34) INTERSPEECH (34) IJCAI (19) ICML (14) ACL (10) ICCV (10) EMNLP (7) CVPR (7) NIPS (6) NAACL (5) ECCV (3) ICLR (3) IJCNLP (2) EACL (1) CORL (1) CONLL (1) COLING (1) ACML (1) AACL (1) MICCAI (1) WACV (1)

Top co-authors

Lu Bai (20) Lixin Cui (14) Jimmy Lin (10) Xiaoyi Qin (10) Tianyi Zhou (10) Danwei Cai (9) Pietro LiΓ³ (8) Yue Wang (8) Feilong Cao (8) Kun Xiong (8)

Keywords

speaker verification (15) representation learning (14) graph neural network (13) graph classification (10) speaker recognition (10) large language model (9) data augmentation (9) domain adaptation (8) speaker embedding (7) convolutional neural network (7) deep neural network (6) contrastive learning (6) attention mechanism (6) neural network (6) deep learning (6) residual network (5) self-supervised learning (5) adversarial learning (5) vision-language model (5) instruction tuning (4)

Papers

Optimization and Robustness-Informed Membership Inference Attacks for LLMs AAAI 2026
ARBench: Algorithmic Reasoner or API Alchemist? Evaluating LLMs Beyond API Calls AAAI 2026
Dynamic-Static Synergistic Selection Method for Candidate Code Solutions with Generated Test Cases AAAI 2026
StyleTailor: Towards Personalized Fashion Styling via Hierarchical Negative Feedback AAAI 2026
SSHPool: The Separated Subgraph-based Hierarchical Pooling AAAI 2026
AnomalyPainter: Vision-Language-Diffusion Synergy for Realistic and Diverse Unseen Industrial Anomaly Synthesis AAAI 2026
CP-FREEZER: Latency Attacks Against Vehicular Cooperative Perception AAAI 2026
Permutation Equivariant Framelet-based Hypergraph Neural Networks AAAI 2026
Heterophily-aware Contrastive Learning for Heterophilic Hypergraphs AAAI 2026
HyperAim: Hypergraph Contrastive Learning with Adaptive Multi-frequency Filters AAAI 2026
Self-Supervised Hypergraph Learning with Substructure Awareness for Hyperedge Prediction AAAI 2026
HyperNoRA: Hyperedge Prediction via Node-Level Relation-Aware Self-Supervised Hypergraph Learning AAAI 2026
High-Pass Matters: Theoretical Insights and Sheaflet-Based Design for Hypergraph Neural Networks AAAI 2026
Multi-Granular Graph Learning with Fine-Grained Behavioral Pattern Awareness for Session-Based Recommendation AAAI 2026
HyperGOOD: Towards Out-of-Distribution Detection in Hypergraphs AAAI 2026
CyC3D: Fine-grained Controllable 3D Generation via Cycle Consistency Regularization AAAI 2026
Modeling Item-Level Dynamic Variability with Residual Diffusion for Bundle Recommendation AAAI 2026
Amplifying Discrepancies: Exploiting Macro and Micro Inconsistencies for Image Manipulation Localization AAAI 2026
RuleR: Improving LLM Controllability by Rule-based Data Recycling NAACL 2025
Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models AAAI 2025
ML-GOOD: Towards Multi-Label Graph Out-Of-Distribution Detection AAAI 2025
When Hypergraph Meets Heterophily: New Benchmark Datasets and Baseline AAAI 2025
Deep Hypergraph Neural Networks with Tight Framelets AAAI 2025
DHAKR: Learning Deep Hierarchical Attention-Based Kernelized Representations for Graph Classification AAAI 2025
Slice-and-Pack: Tailoring Deep Models for Customized Requirements AAAI 2025
What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective ACL 2025
Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning ACL 2025
ATLAS: Agent Tuning via Learning Critical Steps ACL 2025
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation ACL 2025
EventGPT: Event Stream Understanding with Multimodal Large Language Models CVPR 2025
EEE-Bench: A Comprehensive Multimodal Electrical And Electronics Engineering Benchmark CVPR 2025
HiFi-Portrait: Zero-shot Identity-preserved Portrait Generation with High-fidelity Multi-face Fusion CVPR 2025
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025
Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld’s Episode Theory EMNLP 2025
DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data EMNLP 2025
MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs ICCV 2025
SPADE: Spatial-Aware Denoising Network for Open-vocabulary Panoptic Scene Graph Generation with Long- and Local-range Context Reasoning ICCV 2025
FedVLA: Federated Vision-Language-Action Learning with Dual Gating Mixture-of-Experts for Robotic Manipulation ICCV 2025
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing ICCV 2025
PVChat: Personalized Video Chat with One-Shot Learning ICCV 2025
EFTViT: Efficient Federated Training of Vision Transformers with Masked Images on Resource-Constrained Clients ICCV 2025
ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for MLLM-based Process Judges ICCV 2025
BenTo: Benchmark Reduction with In-Context Transferability ICLR 2025
SiMHand: Mining Similar Hands for Large-Scale 3D Hand Pose Pre-training ICLR 2025
Multi-Reward as Condition for Instruction-based Image Editing ICLR 2025
HyperNear: Unnoticeable Node Injection Attacks on Hypergraph Neural Networks ICML 2025
Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning ICML 2025
EduLLM: Leveraging Large Language Models and Framelet-Based Signed Hypergraph Neural Networks for Student Performance Prediction ICML 2025
Revisiting Chain-of-Thought in Code Generation: Do Language Models Need to Learn Reasoning before Coding? ICML 2025
WMarkGPT: Watermarked Image Understanding via Multimodal Large Language Models ICML 2025
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning ICML 2025
ENAHPool: The Edge-Node Attention-based Hierarchical Pooling for Graph Neural Networks ICML 2025
Test-Time Graph Neural Dataset Search With Generative Projection ICML 2025
Inter3D: A Benchmark and Strong Baseline for Human-Interactive 3D Object Reconstruction IJCAI 2025
AKBR: Learning Adaptive Kernel-based Representations for Graph Classification IJCAI 2025
Exploring the Over-smoothing Problem of Graph Neural Networks for Graph Classification: An Entropy-based Viewpoint IJCAI 2025
HA-SCN: Learning Hierarchical Aligned Subtree Convolutional Networks for Graph Classification IJCAI 2025
DHTAGK: Deep Hierarchical Transitive-Aligned Graph Kernels for Graph Classification IJCAI 2025
ADFormer: Aggregation Differential Transformer for Passenger Demand Forecasting IJCAI 2025
An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection IJCAI 2025
MATCH: Modality-Calibrated Hypergraph Fusion Network for Conversational Emotion Recognition IJCAI 2025
All Roads Lead to Rome: Exploring Edge Distribution Shifts for Heterophilic Graph Learning IJCAI 2025
ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025
AS-70: A Mandarin stuttered speech dataset for automatic speech recognition and stuttering event detection INTERSPEECH 2024
VoxBlink2: A 100K+ Speaker Recognition Corpus and the Open-Set Speaker-Identification Benchmark INTERSPEECH 2024
Enhancing Voice Wake-Up for Dysarthria: Mandarin Dysarthria Speech Corpus Release and Customized System Design INTERSPEECH 2024
Ambiguity-Aware Abductive Learning ICML 2024
ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback ECCV 2024
Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning ACL 2024
Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements ACL 2024
Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning ACL 2024
Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification EMNLP 2024
Long-range Brain Graph Transformer NIPS 2024
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning NIPS 2024
Feature-prompting GBMSeg: One-Shot Reference Guided Training-Free Prompt Engineering for Glomerular Basement Membrane Segmentation MICCAI 2024
How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing ICML 2024
AUC Optimization from Multiple Unlabeled Datasets AAAI 2024
QBMK: Quantum-based Matching Kernels for Un-attributed Graphs ICML 2024
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning NAACL 2024
Visual Pivoting Unsupervised Multimodal Machine Translation in Low-Resource Distant Language Pairs EMNLP 2024
Revolutionize the Oceanic Drone RGB Imagery With Pioneering Sun Glint Detection and Removal Techniques WACV 2024
Efficient and Stable Offline-to-online Reinforcement Learning via Continual Policy Revitalization IJCAI 2024
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection ICCV 2023
Semi-supervised News Discourse Profiling with Contrastive Learning AACL 2023
Semi-supervised Learning with Support Isolation by Small-Paced Self-Training AAAI 2023
Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation AAAI 2023
STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition ICCV 2023
Capturing the Long-Distance Dependency in the Control Flow Graph via Structural-Guided Attention for Bug Localization IJCAI 2023
Stability and Generalization of lp-Regularized Stochastic Learning for GCN IJCAI 2023
Outlier-aware Inlier Modeling and Multi-scale Scoring for Anomalous Sound Detection via Multitask Learning INTERSPEECH 2023
Robust Audio Anti-spoofing Countermeasure with Joint Training of Front-end and Back-end Models INTERSPEECH 2023
Semi-supervised News Discourse Profiling with Contrastive Learning IJCNLP 2023
PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter EMNLP 2023
SEF-Net: Speaker Embedding Free Target Speaker Extraction Network INTERSPEECH 2023
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation CVPR 2023
Class Balanced Adaptive Pseudo Labeling for Federated Semi-Supervised Learning CVPR 2023
How Powerful are Shallow Neural Networks with Bandlimited Random Weights? ICML 2023
Discriminator-Guided Model-Based Offline Imitation Learning CORL 2022
When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning NIPS 2022
Few-Shot Non-Parametric Learning with Deep Latent Variable Model NIPS 2022
MODE: Multi-View Omnidirectional Depth Estimation with 360Β° Cameras ECCV 2022
Multi-Granularity Distillation Scheme towards Lightweight Semi-Supervised Semantic Segmentation ECCV 2022
The DKU-OPPO System for the 2022 Spoofing-Aware Speaker Verification Challenge INTERSPEECH 2022
Pyramid Attention For Source Code Summarization NIPS 2022
Online Target Speaker Voice Activity Detection for Speaker Diarization INTERSPEECH 2022
Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings INTERSPEECH 2022
Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering EMNLP 2021
Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 ACL 2021
AISHELL-3: A Multi-Speaker Mandarin TTS Corpus INTERSPEECH 2021
Segatron: Segment-Aware Transformer for Language Modeling and Understanding AAAI 2021
Don’t Change Me! User-Controllable Selective Paraphrase Generation EACL 2021
Self-Supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and Beyond ICCV 2021
Towards Generating Summaries for Lexically Confusing Code through Code Erosion IJCAI 2021
Our Learned Lessons from Cross-Lingual Speaker Verification: The CRMI-DKU System Description for the Short-Duration Speaker Verification Challenge 2021 INTERSPEECH 2021
The 2020 Personalized Voice Trigger Challenge: Open Datasets, Evaluation Metrics, Baseline System and Results INTERSPEECH 2021
Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract) AAAI 2021
Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 IJCNLP 2021
How Framelets Enhance Graph Neural Networks ICML 2021
The DKU-Duke-Lenovo System Description for the Fearless Steps Challenge Phase III INTERSPEECH 2021
Binary Neural Network for Speaker Verification INTERSPEECH 2021
Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach EMNLP 2021
Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data ACL 2020
Path Integral Based Convolution and Pooling for Graph Neural Networks NIPS 2020
Haar Graph Pooling ICML 2020
Deep Time-Stream Framework for Click-through Rate Prediction by Tracking Interest Evolution AAAI 2020
Control Flow Graph Embedding Based on Multi-Instance Decomposition for Bug Localization AAAI 2020
Self-Attentive Similarity Measurement Strategies in Speaker Diarization INTERSPEECH 2020
Atss-Net: Target Speaker Separation via Attention-Based Neural Network INTERSPEECH 2020
Domain Aware Training for Far-Field Small-Footprint Keyword Spotting INTERSPEECH 2020
The DKU Speech Activity Detection and Speaker Identification Systems for Fearless Steps Challenge Phase-02 INTERSPEECH 2020
The INTERSPEECH 2020 Far-Field Speaker Verification Challenge INTERSPEECH 2020
From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback Constraint INTERSPEECH 2020
Learning Code Changes by Exploiting Bidirectional Converting Deviation ACML 2020
Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features NAACL 2019
The DKU-SMIIP System for NIST 2018 Speaker Recognition Evaluation INTERSPEECH 2019
Multi-Channel Training for End-to-End Speaker Recognition Under Reverberant and Noisy Environment INTERSPEECH 2019
Far-Field End-to-End Text-Dependent Speaker Verification Based on Mixed Training Data with Transfer Learning and Enrollment Data Augmentation INTERSPEECH 2019
The DKU System for the Speaker Recognition Task of the 2019 VOiCES from a Distance Challenge INTERSPEECH 2019
The DKU-LENOVO Systems for the INTERSPEECH 2019 Computational Paralinguistic Challenge INTERSPEECH 2019
Polyphone Disambiguation for Mandarin Chinese Using Conditional Neural Network with Multi-Level Embedding Features INTERSPEECH 2019
Survey Talk: End-to-End Deep Neural Network Based Speaker and Language Recognition INTERSPEECH 2019
The DKU Replay Detection System for the ASVspoof 2019 Challenge: On Data Augmentation, Feature Representation, Classification, and Fusion INTERSPEECH 2019
LSTM Based Similarity Measurement with Spectral Clustering for Speaker Diarization INTERSPEECH 2019
Automatic Code Review by Learning the Revision of Source Code AAAI 2019
Find Me if You Can: Deep Software Clone Detection by Exploiting the Contest between the Plagiarist and the Detector AAAI 2019
Learning Uniform Semantic Features for Natural Language and Programming Language Globally, Locally and Sequentially AAAI 2019
End-to-End Neural Context Reconstruction in Chinese Dialogue ACL 2019
End-to-End Open-Domain Question Answering with BERTserini NAACL 2019
An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals INTERSPEECH 2018
Analysis of Length Normalization in End-to-End Speaker Verification System INTERSPEECH 2018
Positive and Unlabeled Learning for Detecting Software Functional Clones with Adversarial Training IJCAI 2018
Generating Thematic Chinese Poetry using Conditional Variational Autoencoders with Hybrid Decoders IJCAI 2018
Cutting the Software Building Efforts in Continuous Integration by Semi-Supervised Online AUC Optimization IJCAI 2018
Supervised Deep Features for Software Functional Clone Detection by Exploiting Lexical and Syntactical Information in Source Code IJCAI 2017
Enhancing the Unified Features to Locate Buggy Files by Exploiting the Sequential Nature of Source Code IJCAI 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition CVPR 2017
End-to-End Deep Learning Framework for Speech Paralinguistics Detection Based on Perception Aware Spectrum INTERSPEECH 2017
An Audio Based Piano Performance Evaluation Method Using Deep Neural Network Based Acoustic Modeling INTERSPEECH 2017
Countermeasures for Automatic Speaker Verification Replay Spoofing Attack : On Data Augmentation, Feature Representation, Classification and Fusion INTERSPEECH 2017
Learning Unified Features from Natural and Programming Languages for Locating Buggy Source Code IJCAI 2016
Entity Disambiguation by Knowledge and Text Jointly Embedding CONLL 2016
Measuring the Non-compositionality of Multiword Expressions COLING 2010