Gang Li

MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution ACL 2026 OPTION: An Online Pricing Strategy for Asynchronous Federated Learning Against Free-Riding Attacks AAAI 2026 FedCure: Mitigating Participation Bias in Semi-Asynchronous Federated Learning with Non-IID Data AAAI 2026 TOPOGRAPH: Topology-Preserving Graph Reduction with Adaptive Structure for Persistent Homology AAAI 2026 DLDA: Unified Dual-Level Domain Adaptation for Low-Light Object Detection AAAI 2026 The Digital Dunning-Kruger Effect: Decoupling Hallucinations via Geometric Hidden-state Observation for Semantic Truthfulness ACL 2026 Lesion-Aware Reconstruction with Principal Network: Enhancing Pseudo-Label Reliability in Semi-Supervised Clinical Lesion Detection MIDL 2026 Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains ACL 2026 OursFed: Provable Group Fairness-Aware Federated Learning Against Distrust and Fragility AAAI 2026 Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems AAAI 2025 Align-A-Video: Deterministic Reward Tuning of Image Diffusion Models for Consistent Video Editing CVPR 2025 Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation CVPR 2025 PolarDETR: Enhancing Interpretability in Multi-modal Methods for Jawbone Lesion Detection in CBCT MICCAI 2025 Lifespan Cortical Surface Reconstruction from Thick-Slice Clinical MRI MICCAI 2025 DaringFed: A Dynamic Bayesian Persuasion Pricing for Online Federated Learning Under Two-sided Incomplete Information IJCAI 2025 Can Language Models Capture Human Writing Preferences for Domain-Specific Text Summarization? ACL 2025 Exploring and Detecting Self-disclosure in Multi-modal posts on Chinese Social Media EMNLP 2025 Distilling Knowledge from Large-Scale Image Models for Object Detection ECCV 2024 Disentangled Hybrid Transformer for Identification of Infants with Prenatal Drug Exposure MICCAI 2024 RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models EMNLP 2024 SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection NIPS 2024 Development of Effective Connectome from Infancy to Adolescence MICCAI 2024 UniAR: A Unified model for predicting human Attention and Responses on visual content NIPS 2024 Cycle-consistent Learning for Fetal Cortical Surface Reconstruction MICCAI 2024 Consecutive-Contrastive Spherical U-net: Enhancing Reliability of Individualized Functional Brain Parcellation for Short-duration fMRI Scans MICCAI 2024 PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications NIPS 2024 Detecting Change Intervalswith Isolation Distributional Kernel (Abstract Reprint) IJCAI 2024 Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding INTERSPEECH 2024 CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models NIPS 2024 SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization ACL 2024 Rich Human Feedback for Text-to-Image Generation CVPR 2024 On Scaling Up a Multilingual Vision and Language Model CVPR 2024 StraightPCF: Straight Point Cloud Filtering CVPR 2024 MUG: Interactive Multimodal Grounding on User Interfaces EACL 2024 Longitudinally Consistent Individualized Prediction of Infant Cortical Morphological Development MICCAI 2024 Fetal MRI Reconstruction by Global Diffusion and Consistent Implicit Representation MICCAI 2024 Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation ECCV 2024 PDT Uav Target Detection Dataset for Pests and Diseases Tree ECCV 2024 PLay: Parametrically Conditioned Layout Generation using Latent Diffusion ICML 2023 Maximization of Average Precision for Deep Learning with Adversarial Ranking Robustness NIPS 2023 IterativePFN: True Iterative Point Cloud Filtering CVPR 2023 A Zero-Shot Language Agent for Computer Control with Structured Reflection EMNLP 2023 HFMRE: Constructing Huffman Tree in Bags to Find Excellent Instances for Distantly Supervised Relation Extraction EMNLP 2023 Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus ICLR 2023 $\rm A^2Q$: Aggregation-Aware Quantization for Graph Neural Networks ICLR 2023 Do We Need an Encoder-Decoder to Model Dynamical Systems on Networks? IJCAI 2023 PalQuant: Accelerating High-Precision Networks on Low-Precision Accelerators ECCV 2022 PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection ECCV 2022 Multi-block-Single-probe Variance Reduced Estimator for Coupled Compositional Optimization NIPS 2022 Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-Guided Feature Imitation AAAI 2022 When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee ICML 2022 DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object Detection NIPS 2022 SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders NIPS 2022 Hilbert Sinkhorn Divergence for Optimal Transport CVPR 2021 EBERT: Efficient BERT Inference with Dynamic Structured Pruning IJCNLP 2021 Learnable Fourier Features for Multi-dimensional Spatial Positional Encoding NIPS 2021 Dynamic Dual Gating Neural Networks ICCV 2021 EBERT: Efficient BERT Inference with Dynamic Structured Pruning ACL 2021 Sparsity-Inducing Binarized Neural Networks AAAI 2020 Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements EMNLP 2020 Polynomial Representation for Persistence Diagram CVPR 2019 Audio De-identification - a New Entity Recognition Task NAACL 2019 Training Binary Weight Networks via Semi-Binary Decomposition ECCV 2018 Countermeasures for Automatic Speaker Verification Replay Spoofing Attack : On Data Augmentation, Feature Representation, Classification and Fusion INTERSPEECH 2017 End-to-End Deep Learning Framework for Speech Paralinguistics Detection Based on Perception Aware Spectrum INTERSPEECH 2017 Preference Relation-based Markov Random Fields for Recommender Systems ACML 2015 Ordinal Random Fields for Recommender Systems ACML 2014