🧑‍🔬 Zhangyang Wang

🏛️ Affiliations

🎓The University of Texas at AustinAustin · United States2020–2026 · 274 papersEmploymentcurrent🎓Sun Yat-sen UniversityGuangzhou · China2026 · 1 papercurrent🎓Texas A&M UniversityCollege Station · United States2016–2021 · 64 papers🎓University of Illinois Urbana-ChampaignUrbana · United States2015–2019 · 8 papers🎓University of Science and Technology of ChinaHefei · China2012–2022 · 6 papers🏢Adobe SystemsSan Jose · United States2015–2021 · 6 papers🎓University of California, BerkeleyBerkeley · United States2023–2024 · 2 papers🎓Yale UniversityNew Haven · United States2023–2024 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 22 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement (2025 · 21 citations)
   Most time series research targets one numerical task at a time, such as forecasting or anomaly detection. There is also little data that pairs natural language with time series, which holds back models able to discuss and reason about temporal data. The authors propose Time-MQA, a framework that treats several time…
2. Improving the Throughput of Diffusion-based Large Language Models via a Training-Free Confidence-Aware Calibration (2026 · 2 citations)
   Diffusion-based LLMs (dLLMs) such as LLaDA and DREAM generate text by repeatedly denoising masked positions, which makes inference slow.

All works

16 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetOrest Kupyn et al.2019 · 1,165 citations
2. Graph Contrastive Learning with Augmentations ↗neural information processing systems · no summary yetYuning You et al.2020 · 882 citations
3. Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetLevon Khachatryan et al.2023 · 415 citations
4. Single Image Deraining: A Comprehensive Benchmark Analysis ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSiyuan Li et al.2019 · 344 citations
5. AutoGAN: Neural Architecture Search for Generative Adversarial Networks ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetXinyu Gong et al.2019 · 322 citations
6. LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS ↗neural information processing systems · no summary yetZhiwen Fan et al.2024 · 274 citations
7. Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images ↗arXiv:1905.06368 · no summary yetWuyang Chen et al.2019 · 194 citations
8. Self-Supervised Learning for Generalizable Out-of-Distribution Detection ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetSina Mohseni et al.2020 · 151 citations
9. AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetTianlong Chen et al.2023 · 86 citations
10. Vision HGNN: An Image is More than a Graph of Nodes ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetYan Han et al.2023 · 86 citations
11. LLM-PBE: Assessing Data Privacy in Large Language Models ↗Proceedings of the VLDB Endowment · no summary yetQinbin Li et al.2024 · 65 citations
12. EI-CLIP: Entity-aware Interventional Contrastive Learning for E-commerce Cross-modal Retrieval ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHaoyu Ma et al.2022 · 63 citations
13. Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression ↗arXiv (Cornell University) · no summary yetJunyuan Hong et al.2024 · 23 citations
14. Time-MQA: Time Series Multi-Task Question Answering with Context EnhancementAnnual Meeting of the Association for Computational Linguistics (ACL)Yaxuan Kong, Yiyuan Yang, Yoontae Hwang, et al.2025 · 21 citations
15. Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization ↗arXiv:2402.14270 · no summary yetXuxi Chen et al.2024 · 8 citations
16. Improving the Throughput of Diffusion-based Large Language Models via a Training-Free Confidence-Aware CalibrationFindings of the Association for Computational LinguisticsJucheng Shen, Gaurav Sarkar, Yeonju Ro, et al.2026 · 2 citations

🤝 Co-authors here

3 co-authors with a page, the most papers together first.

• Ming Jin
• Qingsong Wen
• Yiyuan Yang

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• IEEE/CVF International Conference on Computer Vision (ICCV) ×5
• IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×2
• neural information processing systems ×2
• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• Proceedings of the AAAI Conference on Artificial Intelligence
• Proceedings of the VLDB Endowment

🔗 Cited by

Papers of our library cite their works 268 times (of the 149,439 papers whose bibliographies we read); 22 citing papers with a page here →.

Updated 31 October 2026

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