Haoliang Wang

Senior Research Scientist

San Jose

Haoliang Wang is a Sr. Research Scientist at the REAL lab of Adobe Research in San Jose, CA. He received his Ph.D. in Computer Science from GMU in 2018. His research interests lie in the broad area of systems and networking, especially the performance analysis and optimization of parallel and distributed systems, GPU computing and ML systems.

Publications

DiffServe: Efficiently Serving Text-to-Image Diffusion Models with Query-Aware Model Scaling

Ahmad, S., Yang, Q., Wang, H., Sitaraman, R., Guan, H. (May. 12, 2025)

The Annual Conference on Machine Learning and Systems (MLSys)

Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey

Liu, X., Xu, P., Wu, J., Yuan, J., Yang, Y., Zhou, Y., Liu, F., Guan, T., Wang, H., Yu, T., McAuley, J., Ai, W., Huang, F. (Apr. 29, 2025)

The North American Chapter of the Association for Computational Linguistics (NAACL)

Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval

Xia, Y., Wu, J., Kim, S., Yu, T., Rossi, R., Wang, H., McAuley, J., Kim, K. (Apr. 29, 2025)

The North American Chapter of the Association for Computational Linguistics (NAACL)

DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention

Wu, J., Yu, T., Chen, X., Wang, H., Rossi, R., Kim, S., Rao, A., McAuley, J. (Aug. 11, 2024)

The Annual Meeting of the Association for Computational Linguistics (ACL)

ALPS: An Adaptive Learning, Priority OS Scheduler for Serverless Functions

Fu, Y., Shi, R., Wang, H., Chen, S., Cheng, Y. (Jun. 17, 2024)

USENIX Annual Technical Conference (ATC)

GMorph: Accelerating Multi-DNN Inference via Model Fusion

Yang, Q., Yang, T., Xiang, M., Zhang, L., Wang, H., Serafini, M., Guan, H. (Apr. 22, 2024)

The European Conference on Computer Systems (EuroSys)

Integrating Content Authenticity with DASH Video Streaming

Petrangeli, S., Wang, H., Fisher, M., Kozma, D., Mahamli, M., Blumenthal, P., Parsons, A. (Apr. 15, 2024)

ACM Multimedia Systems Conference (MMSys)

Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning

Xie, K., Yu, T., Wang, H., Wu, J., Zhao, H., Zhang, R., Mahadik, K., Nenkova, A., Riedl, M. (Mar. 17, 2024)

The Conference of the European Chapter of the Association for Computational Linguistics (EACL)

Active Context Modeling for Efficient Image and Burst Compression

Li, Y., Wu, G., Petrangeli, S., Wang, H., Rossi, R., Swaminathan, V. (Dec. 11, 2023)

IEEE International Symposium on Multimedia (ISM)

Content-aware Progressive Image Compression and Syncing

Wu, J., Wang, H., Yu, T., Zhao, H., Wu, G., Petrangeli, S., Kim, S., Swaminathan, V. (Dec. 11, 2023)

IEEE International Symposium on Multimedia (ISM)

GPU-accelerated Lossless Image Compression with Massive Parallelization

Shen, Y., Wu, G., Swaminathan, V., Wang, H., Petrangeli, S., Yu, T. (Dec. 11, 2023)

IEEE International Symposium on Multimedia (ISM)

A reality check of positioning in multiuser mobile augmented reality: Measurement and analysis

Wang, N., Wang, H., Petrangeli, S., Swaminathan, V., Li, F., Chen, S. (Dec. 13, 2022)

The ACM International Conference on Multimedia in Asia (MMAsia)

Task-Oriented Near-Lossless Burst Compression

Jiang, W., Wu, G., Swaminathan, V., Petrangeli, S., Wang, H., Rossi, R., Lipka, N. (Dec. 5, 2022)

IEEE International Symposium on Multimedia (ISM)

Towards Accurate Positioning in Multiuser Augmented Reality on Mobile Devices

Wang, N., Wang, H., Petrangeli, S., Swaminathan, V., Li, F., Chen, S. (Dec. 5, 2022)

IEEE International Symposium on Multimedia (ISM)

SFS: Smart OS Scheduling for Serverless Functions

Fu, Y., Liu, L., Wang, H., Cheng, Y., Chen, S. (Nov. 13, 2022)

Best Paper Award Finalist

International Conference for High Performance Computing, Networking, Storage and Analysis (SC)

ViSRE: A Unified Visual Analysis Dashboard for Proactive Cloud Outage Management

Kayongo, P., Hoffswell, J., Saini, S., Garg, S., Koh, E., Wang, H., Jacobs, T. (Oct. 2, 2022)

IEEE Working Conference on Software Visualization (VISSOFT)

Innovating Multi-user Volumetric Video Streaming through Cross-layer Design

Zhang, D., Han, B., Pathak, P., Wang, H. (Nov. 10, 2021)

The ACM Workshop on Hot Topics in Networks (HotNets)

Mind the Gap: Broken Promises of CPU Reservations in Containerized Multi-tenant Clouds

Liu, L., Wang, H., Wang, A., Xiao, M., Cheng, Y., Chen, S. (Nov. 1, 2021)

The ACM Symposium on Cloud Computing (SoCC)

Challenges in Recognizing Spontaneous and Intentionally Expressed Reactions to Positive and Negative Images

Healey, J., Wang, H., Chhaya, N. (Jun. 15, 2020)

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops

Towards field-of-view prediction for augmented reality applications on mobile devices

Wang, N., Wang, H., Petrangeli, S., Swaminathan, V., Li, F., Chen, S. (Jun. 8, 2020)

ACM International Workshop on Immersive Mixed and Virtual Environment Systems (MMVE)

Dynamic Adaptive Streaming for Augmented Reality Applications

Petrangeli, S., Simon, G., Wang, H., Swaminathan, V. (Dec. 9, 2019)

Proceedings of IEEE International Symposium on Multimedia (IEEE ISM)

On Reproducing Semi-dense Depth Map Reconstruction using Deep Convolutional Neural Networks with Perceptual Loss

Makarov, I., Maslov, D., Gerasimova, O., Aliev, V., Korinevskaya, A., Sharma, U., Wang, H. (Oct. 15, 2019)

ACM International Conference on Multimedia (ACM MM)

vCPU as a container: towards accurate CPU allocation for VMs

Liu, L., Wang, H., Wang, A., Xiao, M., Cheng, Y., Chen, S. (Apr. 14, 2019)

ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments (VEE)