← Authors

Xiaolin Hu

69 papers · 2014–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (11) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (11) πŸ—ΊοΈ Taxonomy Completionist (121) 🧭 Keyword Pioneer 🏠 Conference Loyalist (27) πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (13) πŸ† Keyword Champion (2) πŸ† Grand Slam 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ”₯ Unstoppable (12) ⚑ Prolific Year (11) πŸ—ƒοΈ Keyword Collector (265) πŸ“ˆ Trend Setter πŸ’Ž Century Club (66)

Conferences

CVPR (27) ICLR (9) NIPS (9) AAAI (8) ECCV (4) ICCV (4) ICML (3) INTERSPEECH (2) COLING (1) CORL (1) IJCAI (1)

Top co-authors

Kai Li (9) Jianmin Li (8) Xiao Li (7) Yong Liu (7) Bo Zhang (7) Hang Su (6) Zhanhao Hu (6) Junjie Yan (5) Xiaopei Zhu (5) Chufeng Tang (5)

Keywords

convolutional neural network (11) object detection (10) semantic segmentation (6) model compression (6) neural network (6) adversarial attack (6) adversarial learning (4) recurrent neural network (4) image classification (4) pedestrian detection (3) autonomous driving (3) knowledge distillation (3) instance segmentation (3) feature pyramid (3) metric learning (2) sequence modeling (2) network pruning (2) attention mechanism (2) face recognition (2) ensemble learning (2)

Papers

FGNet: Leveraging Feature-Guided Attention to Refine SAM2 for 3D EM Neuron Segmentation AAAI 2026
Put the Space of LoRA Initialization to the Extreme to Preserve Pre-trained Knowledge AAAI 2026
VaccineRAG: Boosting Multimodal Large Language Models’ Immunity to Harmful RAG Samples AAAI 2026
Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization IJCAI 2025
MTADiffusion: Mask Text Alignment Diffusion Model for Object Inpainting CVPR 2025
SAM-REF: Introducing Image-Prompt Synergy during Interaction for Detail Enhancement in the Segment Anything Model CVPR 2025
GlyphMastero: A Glyph Encoder for High-Fidelity Scene Text Editing CVPR 2025
Improving Accuracy and Calibration via Differentiated Deep Mutual Learning CVPR 2025
TIGER: Time-frequency Interleaved Gain Extraction and Reconstruction for Efficient Speech Separation ICLR 2025
SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios ICLR 2025
Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries ICLR 2025
Stability and Generalization of Zeroth-Order Decentralized Stochastic Gradient Descent with Changing Topology AAAI 2025
PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning COLING 2025
Towards Auto-Regressive Next-Token Prediction: In-context Learning Emerges from Generalization ICLR 2025
ADePT: Adaptive Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning ICLR 2025
ADBM: Adversarial Diffusion Bridge Model for Reliable Adversarial Purification ICLR 2025
PBCAT: Patch-Based Composite Adversarial Training against Physically Realizable Attacks on Object Detection ICCV 2025
SAFDNet: A Simple and Effective Network for Fully Sparse 3D Object Detection CVPR 2024
Infrared Adversarial Car Stickers CVPR 2024
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective NIPS 2024
CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics NIPS 2024
Full-Distance Evasion of Pedestrian Detectors in the Physical World NIPS 2024
Bridging the Sim-to-Real Gap from the Information Bottleneck Perspective CORL 2024
IIANet: An Intra- and Inter-Modality Attention Network for Audio-Visual Speech Separation ICML 2024
RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech Separation ICLR 2024
PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition ECCV 2024
Controllable Navigation Instruction Generation with Chain of Thought Prompting ECCV 2024
Language-Driven Anchors for Zero-Shot Adversarial Robustness CVPR 2024
Generalization Bounds for Federated Learning: Fast Rates, Unparticipating Clients and Unbounded Losses ICLR 2023
HEDNet: A Hierarchical Encoder-Decoder Network for 3D Object Detection in Point Clouds NIPS 2023
Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling CVPR 2023
Visual Recognition by Request CVPR 2023
An efficient encoder-decoder architecture with top-down attention for speech separation ICLR 2023
NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation ICML 2023
Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model INTERSPEECH 2023
Adversarial Texture for Fooling Person Detectors in the Physical World CVPR 2022
On the Use of Deep Mask Estimation Module for Neural Source Separation Systems INTERSPEECH 2022
Active Pointly-Supervised Instance Segmentation ECCV 2022
NP-Match: When Neural Processes meet Semi-Supervised Learning ICML 2022
Infrared Invisible Clothing: Hiding From Infrared Detectors at Multiple Angles in Real World CVPR 2022
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network NIPS 2021
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection CVPR 2021
Look Closer To Segment Better: Boundary Patch Refinement for Instance Segmentation CVPR 2021
DAM: Discrepancy Alignment Metric for Face Recognition ICCV 2021
RefineMask: Towards High-Quality Instance Segmentation With Fine-Grained Features CVPR 2021
RSG: A Simple but Effective Module for Learning Imbalanced Datasets CVPR 2021
Fooling Thermal Infrared Pedestrian Detectors in Real World Using Small Bulbs AAAI 2021
Boosting Decision-based Black-box Adversarial Attacks with Random Sign Flip ECCV 2020
Rotation Consistent Margin Loss for Efficient Low-Bit Face Recognition CVPR 2020
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection NIPS 2020
Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning NIPS 2020
Pruning from Scratch AAAI 2020
Dynamic Network Pruning with Interpretable Layerwise Channel Selection AAAI 2020
Online Knowledge Distillation via Collaborative Learning CVPR 2020
Knowledge Distillation via Route Constrained Optimization ICCV 2019
Improving Pedestrian Attribute Recognition With Weakly-Supervised Multi-Scale Attribute-Specific Localization ICCV 2019
Selective Kernel Networks CVPR 2019
Understanding the Disharmony Between Dropout and Batch Normalization by Variance Shift CVPR 2019
Turbo Learning Framework for Human-Object Interactions Recognition and Human Pose Estimation AAAI 2019
Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser CVPR 2018
Boosting Adversarial Attacks With Momentum CVPR 2018
High Performance Visual Tracking With Siamese Region Proposal Network CVPR 2018
Interpret Neural Networks by Identifying Critical Data Routing Paths CVPR 2018
Gated Recurrent Convolution Neural Network for OCR NIPS 2017
Scale-Aware Face Detection CVPR 2017
Joint Training of Cascaded CNN for Face Detection CVPR 2016
Recurrent Convolutional Neural Network for Object Recognition CVPR 2015
Convolutional Neural Networks with Intra-Layer Recurrent Connections for Scene Labeling NIPS 2015
A Reverse Hierarchy Model for Predicting Eye Fixations CVPR 2014