Haoyu Wang
Computer Science · Purdue University West Lafayette
Publications
21
Citations
52
Est. group size
~3
Recurring co-author estimate
Active years
11
Publishing since 2015
This researcher works on machine learning topics including federated learning, machine unlearning (methods for removing data influence from trained models), knowledge editing in large language models, and multimodal learning that combines signals like text, images, and sensor data (e.g., mmWave and acoustic signals). Recent work also touches on privacy-preserving optimization techniques such as noisy gradient descent, as well as applied projects like object detection using drone imagery. This profile suggests a focus on making machine learning models more efficient, adaptable, and privacy-conscious.
Publication output was minimal or absent from 2017 to 2022 but grew sharply starting in 2023, with a notably high and steady output in 2024 and 2025.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Resource-Efficient Learning for the Web
2025
- RelWeb 2025: The International Workshop on Resource-Efficient Learning for the Web
2025
- RSWD-YOLO: A Walnut Detection Method Based on UAV Remote Sensing Images
Horticulturae · 2025
- Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift
2025
- RelKD 2025: The Third International Workshop on Resource-Efficient Learning for Knowledge Discovery
2025
- Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning
arXiv (Cornell University) · 2025
- Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective
arXiv (Cornell University) · 2025
- TALENT: Table VQA via Augmented Language-Enhanced Natural-Text Transcription
2025
- Toward Generalizable, General-Purpose, and Multimodal Knowledge Editing for Foundation Models
2025
- Certified Machine Unlearning via Noisy Stochastic Gradient Descent
arXiv (Cornell University) · 2024
- Towards Smartphone-based 3D Hand Pose Reconstruction Using Acoustic Signals
ACM Transactions on Sensor Networks · 2024
- mmCLIP: Boosting mmWave-based Zero-shot HAR via Signal-Text Alignment
2024
- Towards Efficient Heterogeneous Multi-Modal Federated Learning with Hierarchical Knowledge Disentanglement
2024
- Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning
2024
- LightLT: A Lightweight Representation Quantization Framework for Long-Tail Data
2024
- arXiv (Cornell University)×4
- Journal of Advanced Transportation×1
- Horticulturae×1
- ACM Transactions on Sensor Networks×1
- Anindya Bijoy Das
Computer Science · Purdue University West Lafayette
- Miaolan Xie
Computer Science · Purdue University West Lafayette
- Sahil Tyagi
Computer Science · Indiana University
- Anuran Makur
Computer Science · Purdue University West Lafayette
- Abolfazl Hashemi
Computer Science · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
Claim or correct this profile