Haoliang Wang

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.

AI & Machine Learning Intelligent Agents & Assistants Systems & Languages

Publications

July 7, 2026 ACL 2026

Lizard: An Efficient Linearization Framework for Large Language Models

Chien Van Nguyen, Huy Huu Nguyen, Ruiyi Zhang, Hanieh Deilamsalehy, Puneet Mathur, Viet Lai, Haoliang Wang, Jayakumar Subramanian, Ryan A. Rossi, Trung Bui, Nikos Vlassis, Franck Dernoncourt, Thien Huu Nguyen

July 5, 2026 ACL 2026

TeamFusion: Supporting Open-ended Teamwork with Multi-Agent Systems

Jiale Liu, Victor S. Bursztyn, Lin Ai, Haoliang Wang, Sunav Choudhary, Saayan Mitra, Qingyun Wu

April 4, 2026 ACM Multimedia Systems Conference (MMSys 2026)

Atom: Efficient On-Device Video-Language Pipelines Through Modular Reuse

Kunjal Panchal, Saayan Mitra, Somdeb Sarkhel, Haoliang Wang, Ishita Dasgupta, Gang Wu, Hui Guan

May 12, 2025 The Annual Conference on Machine Learning and Systems (MLSys)

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

Sohaib Ahmad, Qizheng Yang, Haoliang Wang, Ramesh K. Sitaraman, Hui Guan

April 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

Yu Xia, Junda Wu, Sungchul Kim, Tong Yu, Ryan A. Rossi, Haoliang Wang, Julian McAuley

April 29, 2025 The North American Chapter of the Association for Computational Linguistics (NAACL)

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

Xiaoyu Liu, Paiheng Xu, Junda Wu, Jiaxin Yuan, Yifan Yang, Yuhang Zhou, Fuxiao Liu, Tianrui Guan, Haoliang Wang, Tong Yu, Julian McAuley, Wei Ai, Furong Huang

August 11, 2024 The Annual Meeting of the Association for Computational Linguistics (ACL)

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

Junda Wu, Tong Yu, Xiang Chen, Haoliang Wang, Ryan A. Rossi, Sungchul Kim, Anup Rao, Julian McAuley

June 17, 2024 USENIX Annual Technical Conference (ATC)

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

Yuqi Fu, Ruizhe Shi, Haoliang Wang, Songqing Chen, Yue Cheng

April 22, 2024 The European Conference on Computer Systems (EuroSys)

GMorph: Accelerating Multi-DNN Inference via Model Fusion

Qizheng Yang, Tianyi Yang, Mingcan Xiang, Lijun Zhang, Haoliang Wang, Marco Serafini, Hui Guan

April 15, 2024 ACM Multimedia Systems Conference (MMSys)

Integrating Content Authenticity with DASH Video Streaming

Stefano Petrangeli, Haoliang Wang, Maurice Fisher, Dave Kozma, Massy Mahamli, Pia Blumenthal, Andy Parsons

March 17, 2024 The Conference of the European Chapter of the Association for Computational Linguistics (EACL)

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

Kaige Xie, Tong Yu, Haoliang Wang, Junda Wu, Handong Zhao, Ruiyi Zhang, Kanak Mahadik, Ani Nenkova, Mark Riedl

December 11, 2023 IEEE International Symposium on Multimedia (ISM)

Active Context Modeling for Efficient Image and Burst Compression

Yang Li, Gang Wu, Stefano Petrangeli, Haoliang Wang, Ryan A. Rossi, Vishy Swaminathan

December 11, 2023 ISM 2023

Active Context Modeling for Efficient Image and Burst Compression

Yang Li, Gang Wu, Stefano Petrangeli, Haoliang Wang, Ryan A. Rossi, Vishy Swaminathan

December 11, 2023 ISM 2023

GPU-accelerated Lossless Image Compression with Massive Parallelization

Yu Shen, Gang Wu, Vishy Swaminathan, Haoliang Wang, Stefano Petrangeli, Tong Yu

December 11, 2023 IEEE International Symposium on Multimedia (ISM)

GPU-accelerated Lossless Image Compression with Massive Parallelization

Yu Shen, Gang Wu, Vishy Swaminathan, Haoliang Wang, Stefano Petrangeli, Tong Yu

December 11, 2023 IEEE International Symposium on Multimedia (ISM)

Content-aware Progressive Image Compression and Syncing

Junda Wu, Haoliang Wang, Tong Yu, Handong Zhao, Gang Wu, Stefano Petrangeli, Sungchul Kim, Vishy Swaminathan

December 4, 2023 arXiv

VaQuitA: Enhancing alignment in llm-assisted video understanding

Yizhou Wang, Ruiyi Zhang, Haoliang Wang, Uttaran Bhattacharya, Yun Fu, Gang Wu

December 13, 2022 The ACM International Conference on Multimedia in Asia (MMAsia)

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

Na Wang, Haoliang Wang, Stefano Petrangeli, Vishy Swaminathan, Fei Li, Songqing Chen

December 5, 2022 IEEE International Symposium on Multimedia (ISM)

Towards Accurate Positioning in Multiuser Augmented Reality on Mobile Devices

Na Wang, Haoliang Wang, Stefano Petrangeli, Vishy Swaminathan, Fei Li, Songqing Chen

December 5, 2022 IEEE International Symposium on Multimedia (ISM)

Task-Oriented Near-Lossless Burst Compression

Weixin Jiang, Gang Wu, Vishy Swaminathan, Stefano Petrangeli, Haoliang Wang, Ryan A. Rossi, Nedim Lipka

November 13, 2022 International Conference for High Performance Computing, Networking, Storage and Analysis (SC)

SFS: Smart OS Scheduling for Serverless Functions

Yuqi Fu, Li Liu, Haoliang Wang, Yue Cheng, Songqing Chen

Best Paper Award Finalist

October 2, 2022 IEEE Working Conference on Software Visualization (VISSOFT)

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

Paula Kayongo, Jane Hoffswell, Shiv Saini, Shaddy Garg, Eunyee Koh, Haoliang Wang, Tom Jacobs

November 10, 2021 The ACM Workshop on Hot Topics in Networks (HotNets)

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

Ding Zhang, Bo Han, Parth Pathak, Haoliang Wang

November 1, 2021 The ACM Symposium on Cloud Computing (SoCC)

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

Li Liu, Haoliang Wang, An Wang, Mengbai Xiao, Yue Cheng, Songqing Chen

June 15, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops

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

Jennifer Healey, Haoliang Wang, Niyati Chhaya

June 8, 2020 ACM International Workshop on Immersive Mixed and Virtual Environment Systems (MMVE)

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

Na Wang, Haoliang Wang, Stefano Petrangeli, Vishy Swaminathan, Fei Li, Songqing Chen

December 9, 2019 Proceedings of IEEE International Symposium on Multimedia (IEEE ISM)

Dynamic Adaptive Streaming for Augmented Reality Applications

Stefano Petrangeli, Gwendal Simon, Haoliang Wang, Vishy Swaminathan

October 15, 2019 ACM International Conference on Multimedia (ACM MM)

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

Ilya Makarov, Dmitrii Maslov, Olga Gerasimova, Vladimir Aliev, Alisa Korinevskaya, Ujjwal Sharma, Haoliang Wang

April 14, 2019 ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments (VEE)

vCPU as a container: towards accurate CPU allocation for VMs

Li Liu, Haoliang Wang, An Wang, Mengbai Xiao, Yue Cheng, Songqing Chen

News

TeamFusion: Using AI Agents to Represent Every Voice in Team Decisions

TeamFusion is a multi-agent framework that supports team decision-making by creating AI proxy agents grounded in each member’s preferences, so that humans can make better-informed decisions together.

May 19, 2026