← Authors

Hua Wang

37 papers · 2011–2026 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (4) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (14) πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (14) 🌱 Topic Pioneer πŸ† Keyword Champion (3) πŸ”₯ Unstoppable (8) πŸš€ Conference Pioneer ❓ The Questioner πŸ—ƒοΈ Keyword Collector (161) ⚑ Prolific Year (7) πŸ’Ž Century Club (30) πŸ“ˆ Trend Setter

Conferences

AAAI (10) IJCAI (9) NIPS (5) CVPR (3) ICML (3) ACL (2) EMNLP (2) ICCV (1) IJCNLP (1) RSS (1)

Top co-authors

Feiping Nie (14) Heng Huang (10) Kai Liu (7) Hao Zhang (4) Chris Ding (4) Sang-Woon Jeon (3) Fan Zhang (3) Weijie Su (3) Zhonglong Zheng (3) Fei Han (3)

Research topics

Processing (1) Differential Privacy (1)

Keywords

structured sparsity (5) representation learning (4) alzheimer disease (3) longitudinal analysis (3) sparse coding (3) alzheimer's disease (3) semi-supervised learning (2) simultaneous localization and mapping (2) large language model (2) distance metric learning (2) metric learning (2) robust optimization (2) sparse representation (2) l1-norm optimization (2) sparse learning (2) multimodal learning (2) dictionary learning (2) multi-instance learning (2) distance metric (2) multi-task learning (1)

Papers

IdealTSF: Can Non-Ideal Data Contribute to Enhancing the Performance of Time Series Forecasting Models? AAAI 2026
URPO: A Unified Reward & Policy Optimization Framework for Large Language Models AAAI 2026
MoEA-Net: Modality-Incremental Expert Aggregation Network for Retinal Prognostic Prediction AAAI 2026
Exploiting All Mamba Fusion for Efficient RGB-D Tracking AAAI 2026
Decoding with Structured Awareness: Integrating Directional, Frequency-Spatial, and Structural Attention for Medical Image Segmentation AAAI 2026
IGIANet: Illumination Guided Implicit Alignment Network for Infrared–Visible UAV Detection AAAI 2026
Neural Outline Cache for Real-time Anti-aliasing Font Rendering AAAI 2026
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text EMNLP 2025
Skip-Timeformer: Skip-Time Interaction Transformer for Long Sequence Time-Series Forecasting IJCAI 2024
DP-HyPO: An Adaptive Private Framework for Hyperparameter Optimization NIPS 2023
I2CNet: An Intra- and Inter-Class Context Information Fusion Network for Blastocyst Segmentation IJCAI 2022
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction EMNLP 2022
Imitating Deep Learning Dynamics via Locally Elastic Stochastic Differential Equations NIPS 2021
Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations AAAI 2021
Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers CVPR 2020
The Complete Lasso Tradeoff Diagram NIPS 2020
Learning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments AAAI 2020
Learning Robust Distance Metric with Side Information via Ratio Minimization of Orthogonally Constrained L21-Norm Distances IJCAI 2019
Visual Place Recognition via Robust β„“2-Norm Distance Based Holism and Landmark Integration AAAI 2019
Learning Strictly Orthogonal p-Order Nonnegative Laplacian Embedding via Smoothed Iterative Reweighted Method IJCAI 2019
High-Order Co-Clustering via Strictly Orthogonal and Symmetric L1-Norm Nonnegative Matrix Tri-Factorization IJCAI 2018
Neural Sparse Topical Coding ACL 2018
Learning Multi-Instance Enriched Image Representations via Non-Greedy Ratio Maximization of the l1-Norm Distances CVPR 2018
Enforcing Template Representability and Temporal Consistency for Adaptive Sparse Tracking IJCAI 2016
Robust Multimodal Sequence-Based Loop Closure Detection via Structured Sparsity RSS 2016
Robust Multi-Relational Clustering via β„“1-Norm Symmetric Nonnegative Matrix Factorization IJCNLP 2015
Robust Multi-Relational Clustering via β„“1-Norm Symmetric Nonnegative Matrix Factorization ACL 2015
Robust Distance Metric Learning via Simultaneous L1-Norm Minimization and Maximization ICML 2014
Protein Function Prediction via Laplacian Network Partitioning Incorporating Function Category Correlations IJCAI 2013
Early Active Learning via Robust Representation and Structured Sparsity IJCAI 2013
Adaptive Loss Minimization for Semi-Supervised Elastic Embedding IJCAI 2013
Semi-supervised Robust Dictionary Learning via Efficient l-Norms Minimization ICCV 2013
Heterogeneous Visual Features Fusion via Sparse Multimodal Machine CVPR 2013
Multi-View Clustering and Feature Learning via Structured Sparsity ICML 2013
Robust and Discriminative Self-Taught Learning ICML 2013
High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction NIPS 2012
Maximum Margin Multi-Instance Learning NIPS 2011