← Authors

Xiaoyu Wang

48 papers · 2013–2026 · 13 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (86) 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) 🀝 Dynamic Duo (10) πŸ‘‘ Triple Crown πŸ† Grand Slam 🧬 Topic Evolution πŸ’Ž Century Club (46) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (196) ⚑ Prolific Year (13) πŸ”₯ Unstoppable (9)

Conferences

CVPR (8) ICCV (6) ICML (6) AAAI (5) ECCV (5) NIPS (4) ACL (3) IJCAI (3) EMNLP (2) ICLR (2) JMLR (2) AISTATS (1) INTERSPEECH (1)

Top co-authors

Nannan Wang (10) Xinbo Gao (8) Tianbao Yang (6) Haokui Zhang (6) Wenze Hu (5) Shiliang Zhang (4) Tong Zhang (3) Yuanqing Lin (3) Yun Yi (2) Zhou Ren (2)

Keywords

contrastive learning (4) stochastic gradient descent (4) large language model (3) mutual information (3) object detection (3) stochastic optimization (3) neural network training (3) convergence rate (2) reinforcement learning (2) convolutional neural network (2) person re-identification (2) adversarial training (2) image retrieval (2) knowledge graph (2) vision transformer (2) semi-supervised learning (2) non-convex optimization (2) adversarial robustness (2) federated learning (2) model aggregation (2)

Papers

CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records AAAI 2026
DiCaP: Distribution-Calibrated Pseudo-labeling for Semi-Supervised Multi-Label Learning AAAI 2026
Dream to Chat: Model-based Reinforcement Learning on Dialogues with User Belief Modeling EMNLP 2025
Decentralized Federated Learning with Model Caching on Mobile Agents AAAI 2025
DenseLoRA: Dense Low-Rank Adaptation of Large Language Models ACL 2025
ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting ACL 2025
CoPRA: Bridging Cross-domain Pretrained Sequence Models with Complex Structures for Protein-RNA Binding Affinity Prediction AAAI 2025
Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens ICML 2025
Revisiting Differentially Private Algorithms for Decentralized Online Learning ICML 2025
Convert Language Model into a Value-based Strategic Planner ACL 2025
SynFog: A Photo-realistic Synthetic Fog Dataset based on End-to-end Imaging Simulation for Advancing Real-World Defogging in Autonomous Driving CVPR 2024
Accelerated Convergence of Stochastic Heavy Ball Method under Anisotropic Gradient Noise ICLR 2024
Fcaformer: Forward Cross Attention in Hybrid Vision Transformer ICCV 2023
Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization ICLR 2023
NAR-Former V2: Rethinking Transformer for Universal Neural Network Representation Learning NIPS 2023
Cross-Modality Person Re-identification with Memory-Based Contrastive Embedding AAAI 2023
Lifted Bregman Training of Neural Networks JMLR 2023
On the Convergence of Stochastic Gradient Descent with Bandwidth-based Step Size JMLR 2023
Boosting Weakly-Supervised Temporal Action Localization With Text Information CVPR 2023
DynaFed: Tackling Client Data Heterogeneity With Global Dynamics CVPR 2023
NAR-Former: Neural Architecture Representation Learning Towards Holistic Attributes Prediction CVPR 2023
Generalized Polyak Step Size for First Order Optimization with Momentum ICML 2023
Unleashing the Full Potential of Product Quantization for Large-Scale Image Retrieval NIPS 2023
ParCNetV2: Oversized Kernel with Enhanced Attention ICCV 2023
All-to-Key Attention for Arbitrary Style Transfer ICCV 2023
Towards Semi-Supervised Deep Facial Expression Recognition With an Adaptive Confidence Margin CVPR 2022
Improving Adversarial Robustness via Mutual Information Estimation ICML 2022
Multi-Modal Multi-Correlation Learning for Audio-Visual Speech Separation INTERSPEECH 2022
Connecting Compression Spaces with Transformer for Approximate Nearest Neighbor Search ECCV 2022
ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and Transformer ECCV 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce EMNLP 2022
Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections ICML 2021
On the Convergence of Step Decay Step-Size for Stochastic Optimization NIPS 2021
Removing Adversarial Noise in Class Activation Feature Space ICCV 2021
A Sketch-Transformer Network for Face Photo-Sketch Synthesis IJCAI 2021
Robust Partial Matching for Person Search in the Wild CVPR 2020
A Simple and Effective Framework for Pairwise Deep Metric Learning ECCV 2020
Accelerating Deep Learning with Millions of Classes ECCV 2020
Group Reconstruction and Max-Pooling Residual Capsule Network IJCAI 2019
A Robust Zero-Sum Game Framework for Pool-based Active Learning AISTATS 2019
Fast Stochastic AUC Maximization with $O(1/n)$-Convergence Rate ICML 2018
Deep Regionlets for Object Detection ECCV 2018
Adaptive Negative Curvature Descent with Applications in Non-convex Optimization NIPS 2018
Deep Reinforcement Learning-Based Image Captioning With Embedding Reward CVPR 2017
Exploring Personalized Neural Conversational Models IJCAI 2017
Hyper-Class Augmented and Regularized Deep Learning for Fine-Grained Image Classification CVPR 2015
Regionlets for Generic Object Detection ICCV 2013
Semantic-Aware Co-indexing for Image Retrieval ICCV 2013