Research output
Publications
Preprints, conference papers, and journal articles.
* Equal contributions · # Corresponding author
Preprints
05 papersDistribution-Conditioned Task Routing for Class-Incremental Learning
MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment
HyperbolicRAG: Enhancing Retrieval-Augmented Generation with Hyperbolic Representations
Towards Relaxed Multimodal Inputs for Gait-based Parkinson's Disease Assessment
Conference Papers
17 papersDelve into the Applicability of Advanced Optimizers for Multi-Task Learning
Curvature-Guided Parameter Initialization for Multi-Task Learning
Continual Optimization with Symmetry Teleportation for Multi-Task Learning
Exploring Tradeoffs through Mode Connectivity for Multi-Task Learning
Injecting Imbalance Sensitivity for Multi-Task Learning
Pareto Deep Long-Tailed Recognition: A Conflict-Averse Solution
Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition
Target-oriented Semi-supervised Domain Adaptation for WiFi-based HAR
Conflict-Buffering Optimization by Symmetry Teleportation for Deep Long-Tailed Recognition
Towards Calibrated Gradient-based Multi-Task Learning
ProteinOPD: Towards Effective and Efficient Preference Alignment for Protein Design
PointNSP: Autoregressive 3D Point Cloud Generation with Next-Scale Level-of-Detail Prediction
CAT: Cross-Adversarial Training for WiFi-Based Human Activity Recognition
Guidepost: Target-oriented Few-shot Transferring via Measuring Task Similarity
ALSensing: Human Activity Recognition using WiFi based on Active Learning
Wi-Adaptor: Fine-grained Domain Adaptation in WiFi-based Activity Recognition
MobiFi: Fast Deep-Learning Based Localization Using Mobile WiFi
Journal Articles
08 papersi-Sample: Augment Domain Adversarial Adaptation Models for WiFi-based HAR
Revisiting the Representation Learning in Long-Tailed Medical Image Classification
Towards Stable WiFi-based HAR from Imbalanced Data and Changing Circumstances
SAT: A Selective Adversarial Training Approach for WiFi-based Human Activity Recognition
Enhancing Fitness Evaluation in Genetic Algorithm-based Architecture Search for AI-aided Financial Regulation
A Strong Feature Representation for Siamese Network Tracker
A Collaborative Tracking Method for Pedestrian in Multi-camera System
A Multi-image Joint Re-ranking Framework with Updateable Image Pool for Person Re-identification
No publications match your search. Try a different keyword or category.