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Gang Li

63 papers · 2014–2026 · 16 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (11) πŸ—ΊοΈ Taxonomy Completionist (14) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (16) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (10) πŸ‘₯ Mega-Team (43) 🧬 Topic Evolution πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (233) ⚑ Prolific Year (7) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (58) πŸ”₯ Unstoppable (9) ❓ The Questioner (2)

Conferences

NIPS (9) AAAI (8) CVPR (8) MICCAI (8) ECCV (6) EMNLP (5) ACL (3) IJCAI (3) INTERSPEECH (3) ACML (2) ICLR (2) ICML (2) EACL (1) ICCV (1) IJCNLP (1) NAACL (1)

Top co-authors

Yang Li (9) Jian Cheng (7) Weili Lin (5) Zhengwang Wu (5) Jianfeng Lu (4) Xiang Li (4) Li Wang (4) Guanghui Wen (4) Junfeng He (4) Shanshan Zhang (4)

Keywords

large language model (7) multimodal learning (6) federated learning (4) object detection (4) deep learning (4) model compression (3) human feedback (3) user interface (2) markov random field (2) kernel methods (2) text-to-image generation (2) semi-supervised learning (2) reward model (2) multimodal transformer (2) 3d vision (2) topological data analysis (2) domain adaptation (2) attention mechanism (2) self-supervised learning (2) image captioning (2)

Papers

OursFed: Provable Group Fairness-Aware Federated Learning Against Distrust and Fragility AAAI 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
Align-A-Video: Deterministic Reward Tuning of Image Diffusion Models for Consistent Video Editing CVPR 2025
Lifespan Cortical Surface Reconstruction from Thick-Slice Clinical MRI MICCAI 2025
PolarDETR: Enhancing Interpretability in Multi-modal Methods for Jawbone Lesion Detection in CBCT MICCAI 2025
Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems AAAI 2025
Can Language Models Capture Human Writing Preferences for Domain-Specific Text Summarization? ACL 2025
DaringFed: A Dynamic Bayesian Persuasion Pricing for Online Federated Learning Under Two-sided Incomplete Information IJCAI 2025
Exploring and Detecting Self-disclosure in Multi-modal posts on Chinese Social Media EMNLP 2025
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation CVPR 2025
Distilling Knowledge from Large-Scale Image Models for Object Detection ECCV 2024
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection NIPS 2024
UniAR: A Unified model for predicting human Attention and Responses on visual content NIPS 2024
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications NIPS 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
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
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models EMNLP 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
Consecutive-Contrastive Spherical U-net: Enhancing Reliability of Individualized Functional Brain Parcellation for Short-duration fMRI Scans MICCAI 2024
Cycle-consistent Learning for Fetal Cortical Surface Reconstruction MICCAI 2024
Development of Effective Connectome from Infancy to Adolescence MICCAI 2024
Disentangled Hybrid Transformer for Identification of Infants with Prenatal Drug Exposure MICCAI 2024
Fetal MRI Reconstruction by Global Diffusion and Consistent Implicit Representation MICCAI 2024
Longitudinally Consistent Individualized Prediction of Infant Cortical Morphological Development MICCAI 2024
A Zero-Shot Language Agent for Computer Control with Structured Reflection 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
PLay: Parametrically Conditioned Layout Generation using Latent Diffusion ICML 2023
Do We Need an Encoder-Decoder to Model Dynamical Systems on Networks? IJCAI 2023
IterativePFN: True Iterative Point Cloud Filtering CVPR 2023
Maximization of Average Precision for Deep Learning with Adversarial Ranking Robustness NIPS 2023
HFMRE: Constructing Huffman Tree in Bags to Find Excellent Instances for Distantly Supervised Relation Extraction EMNLP 2023
SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders NIPS 2022
Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-Guided Feature Imitation AAAI 2022
DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object Detection NIPS 2022
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection ECCV 2022
PalQuant: Accelerating High-Precision Networks on Low-Precision Accelerators ECCV 2022
When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee ICML 2022
Multi-block-Single-probe Variance Reduced Estimator for Coupled Compositional Optimization NIPS 2022
Learnable Fourier Features for Multi-dimensional Spatial Positional Encoding NIPS 2021
Hilbert Sinkhorn Divergence for Optimal Transport CVPR 2021
Dynamic Dual Gating Neural Networks ICCV 2021
EBERT: Efficient BERT Inference with Dynamic Structured Pruning ACL 2021
EBERT: Efficient BERT Inference with Dynamic Structured Pruning IJCNLP 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