Ming Li

Optimization and Robustness-Informed Membership Inference Attacks for LLMs 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 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 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 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 Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards ACL 2026 How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients ACL 2026 Schoenfeld’s Anatomy of Mathematical Reasoning by Language Models ACL 2026 I²B-LPO: Latent Policy Optimization via Iterative Information Bottleneck ACL 2026 Amplifying Discrepancies: Exploiting Macro and Micro Inconsistencies for Image Manipulation Localization AAAI 2026 EventGPT: Event Stream Understanding with Multimodal Large Language Models CVPR 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 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 RuleR: Improving LLM Controllability by Rule-based Data Recycling NAACL 2025 ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025 Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning ACL 2024 Long-range Brain Graph Transformer NIPS 2024 HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning NIPS 2024 QBMK: Quantum-based Matching Kernels for Un-attributed Graphs ICML 2024 Ambiguity-Aware Abductive Learning ICML 2024 Efficient and Stable Offline-to-online Reinforcement Learning via Continual Policy Revitalization IJCAI 2024 How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing ICML 2024 Revolutionize the Oceanic Drone RGB Imagery With Pioneering Sun Glint Detection and Removal Techniques WACV 2024 From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning NAACL 2024 Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements ACL 2024 AUC Optimization from Multiple Unlabeled Datasets AAAI 2024 Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning ACL 2024 Feature-prompting GBMSeg: One-Shot Reference Guided Training-Free Prompt Engineering for Glomerular Basement Membrane Segmentation MICCAI 2024 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 Visual Pivoting Unsupervised Multimodal Machine Translation in Low-Resource Distant Language Pairs EMNLP 2024 Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification EMNLP 2024 ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback ECCV 2024 Enhancing Voice Wake-Up for Dysarthria: Mandarin Dysarthria Speech Corpus Release and Customized System Design INTERSPEECH 2024 Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation AAAI 2023 How Powerful are Shallow Neural Networks with Bandlimited Random Weights? ICML 2023 Semi-supervised News Discourse Profiling with Contrastive Learning AACL 2023 Semi-supervised Learning with Support Isolation by Small-Paced Self-Training AAAI 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 Semi-supervised News Discourse Profiling with Contrastive Learning IJCNLP 2023 SEF-Net: Speaker Embedding Free Target Speaker Extraction Network INTERSPEECH 2023 Class Balanced Adaptive Pseudo Labeling for Federated Semi-Supervised Learning CVPR 2023 FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation CVPR 2023 Robust Audio Anti-spoofing Countermeasure with Joint Training of Front-end and Back-end Models INTERSPEECH 2023 Outlier-aware Inlier Modeling and Multi-scale Scoring for Anomalous Sound Detection via Multitask Learning INTERSPEECH 2023 PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter EMNLP 2023 STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition ICCV 2023 AlignDet: Aligning Pre-training and Fine-tuning in Object Detection ICCV 2023 Pyramid Attention For Source Code Summarization NIPS 2022 Online Target Speaker Voice Activity Detection for Speaker Diarization INTERSPEECH 2022 When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning NIPS 2022 The DKU-OPPO System for the 2022 Spoofing-Aware Speaker Verification Challenge INTERSPEECH 2022 Discriminator-Guided Model-Based Offline Imitation Learning CORL 2022 Few-Shot Non-Parametric Learning with Deep Latent Variable Model NIPS 2022 MODE: Multi-View Omnidirectional Depth Estimation with 360° Cameras ECCV 2022 Multi-Granularity Distillation Scheme towards Lightweight Semi-Supervised Semantic Segmentation ECCV 2022 Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings INTERSPEECH 2022 Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 ACL 2021 Towards Generating Summaries for Lexically Confusing Code through Code Erosion IJCAI 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 Binary Neural Network for Speaker Verification INTERSPEECH 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 DKU-Duke-Lenovo System Description for the Fearless Steps Challenge Phase III INTERSPEECH 2021 AISHELL-3: A Multi-Speaker Mandarin TTS Corpus INTERSPEECH 2021 The 2020 Personalized Voice Trigger Challenge: Open Datasets, Evaluation Metrics, Baseline System and Results INTERSPEECH 2021 Self-Supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and Beyond ICCV 2021 Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract) AAAI 2021 Segatron: Segment-Aware Transformer for Language Modeling and Understanding AAAI 2021 Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach EMNLP 2021 Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering EMNLP 2021 Don’t Change Me! User-Controllable Selective Paraphrase Generation EACL 2021 Deep Time-Stream Framework for Click-through Rate Prediction by Tracking Interest Evolution 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 Path Integral Based Convolution and Pooling for Graph Neural Networks NIPS 2020 Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data ACL 2020 Haar Graph Pooling ICML 2020 Control Flow Graph Embedding Based on Multi-Instance Decomposition for Bug Localization AAAI 2020 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 Find Me if You Can: Deep Software Clone Detection by Exploiting the Contest between the Plagiarist and the Detector AAAI 2019 Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features NAACL 2019 Automatic Code Review by Learning the Revision of Source Code AAAI 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 End-to-End Neural Context Reconstruction in Chinese Dialogue ACL 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 Learning Uniform Semantic Features for Natural Language and Programming Language Globally, Locally and Sequentially AAAI 2019 The DKU-SMIIP System for NIST 2018 Speaker Recognition Evaluation INTERSPEECH 2019 End-to-End Open-Domain Question Answering with BERTserini NAACL 2019 Generating Thematic Chinese Poetry using Conditional Variational Autoencoders with Hybrid Decoders IJCAI 2018 Positive and Unlabeled Learning for Detecting Software Functional Clones with Adversarial Training IJCAI 2018 Cutting the Software Building Efforts in Continuous Integration by Semi-Supervised Online AUC Optimization IJCAI 2018 Analysis of Length Normalization in End-to-End Speaker Verification System INTERSPEECH 2018 An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals INTERSPEECH 2018 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 Supervised Deep Features for Software Functional Clone Detection by Exploiting Lexical and Syntactical Information in Source Code IJCAI 2017 An Audio Based Piano Performance Evaluation Method Using Deep Neural Network Based Acoustic Modeling INTERSPEECH 2017 Enhancing the Unified Features to Locate Buggy Files by Exploiting the Sequential Nature of Source Code IJCAI 2017 Countermeasures for Automatic Speaker Verification Replay Spoofing Attack : On Data Augmentation, Feature Representation, Classification and Fusion INTERSPEECH 2017 Entity Disambiguation by Knowledge and Text Jointly Embedding CONLL 2016 Learning Unified Features from Natural and Programming Languages for Locating Buggy Source Code IJCAI 2016 Measuring the Non-compositionality of Multiword Expressions COLING 2010