--- title: "Shu-Tao Xia — author profile and papers — Elamur Research" description: "Shu-Tao Xia, Harbin Institute of Technology: 4 papers on Elamur Research (2025–2026), h-index 49 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/shu-tao-xia/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shu-tao-xia/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shu-Tao Xia # Shu-Tao Xia Shu-Tao Xia has 4 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/); often with [Bin Chen](https://md.research.elamur.ai/free/en/authors/bin-chen/), [Kuofeng Gao](https://md.research.elamur.ai/free/en/authors/kuofeng-gao/), [Hao Fang](https://md.research.elamur.ai/free/en/authors/hao-fang/). 4 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5034104790) · [ORCID](https://orcid.org/0000-0002-8639-982X) · [Wikidata](https://www.wikidata.org/wiki/Q130957966) · [**h-index 49**](https://openalex.org/authors/A5034104790) · [580 works](https://openalex.org/works?filter=author.id:A5034104790) · [11,728 citations](https://openalex.org/works?filter=author.id:A5034104790&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/shu-tao-xia/#papers) · [🔗 Cited 51 times in our library](https://md.research.elamur.ai/free/en/authors/shu-tao-xia/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9665](https://md.research.elamur.ai/free/en/paper-stars/page/97/#star-9665) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Shu-Tao+Xia) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shu-Tao+Xia) · [dblp](https://dblp.org/search?q=Shu-Tao+Xia) · [ACL Anthology](https://aclanthology.org/search/?q=Shu-Tao+Xia) ## Affiliations [🎓**Tsinghua University** Beijing · China 2005–2026 · 456 papers*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**Tsinghua Shenzhen International Graduate School** Shenzhen · China 2006–2026 · 347 papers*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-shenzhen-international-graduate-school/) · [🔬**Peng Cheng Laboratory** Shenzhen · China 2019–2026 · 166 papers*current*](https://md.research.elamur.ai/free/en/labs/peng-cheng-laboratory/) · [🔬**Tsinghua–Berkeley Shenzhen Institute** Shenzhen · China 2017–2026 · 3 papers*current*](https://ror.org/02hhwwz98) · [🎓**Harbin Institute of Technology** Harbin · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🎓**Southeast University** Nanjing · China 2007–2013 · 6 papers](https://md.research.elamur.ai/free/en/universities/southeast-university-cn/) · [🎓**Nankai University** Tianjin · China 1997–2002 · 4 papers](https://md.research.elamur.ai/free/en/universities/nankai-university/) · [🎓**Hubei University** Wuhan · China 2020–2022 · 3 papers](https://ror.org/03a60m280) · [🔬**State Key Laboratory of Biocatalysis and Enzyme Engineering** Wuhan · China 2020–2022 · 3 papers](https://ror.org/020tz4h34) · [🎓**Naval Aeronautical and Astronautical University** Yantai · China 2025 · 2 papers](https://ror.org/02j2yhq26) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 10 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. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Signal Processing · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/signal-processing/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 7 Research subjects and languages the work is about.[Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Speech & spoken language · 1 work](https://md.research.elamur.ai/free/en/topics/speech/) · [Evaluation & benchmarks · 2 works](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Bias, fairness & safety · 1 work](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/shu-tao-xia/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/shu-tao-xia/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models](https://md.research.elamur.ai/free/en/papers/gao-2025-benchmarking-open-ended-audio-dialogue/)** *(2025 · 12 citations)* Large Audio-Language Models (LALMs) such as GPT-4o can now hold spoken conversations directly with users. Until this work, however, no benchmark tested how well they understand open-ended audio dialogue. Earlier evaluations covered basic audio tasks, audio QA driven by text instructions, or general-purpose chat only. 2. **[C-ReD: A Comprehensive Chinese Benchmark for AI-Generated Text Detection Derived from Real-World Prompts](https://md.research.elamur.ai/free/en/papers/qing-2026-c-red-comprehensive-chinese-benchmark/)** *(2026)* Most existing benchmarks for detecting machine-written text are built on English. The few that cover Chinese tend to rely on ChatGPT alone, use mostly QA-style texts, and pair them with artificial prompts. C-ReD addresses these gaps with a Chinese benchmark. 3. **[Infinite Babble: Inflating 3D Vision-Language Model Inference Overhead via Adversarial Geometric Perturbation](https://md.research.elamur.ai/free/en/papers/sun-2026-infinite-babble-inflating-3d-vision/)** *(2026)* The paper examines a resource-exhaustion threat to 3D Vision-Language Models (3D-VLMs). These models decode text autoregressively and often take in untrusted 3D assets downloaded from the internet. The authors present Inflate3D, which they describe as the first attack of this type that works only in the point cloud… 4. **[When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models](https://md.research.elamur.ai/free/en/papers/ma-2026-when-efficiency-meets-safety-benchmark/)** *(2026)* KV cache compression is now common in LLM serving because it saves memory and time, but its effect on safety alignment has received little attention. ## All works 9 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. **[Second-Order Attention Network for Single Image Super-Resolution ↗](https://doi.org/10.1109/cvpr.2019.01132) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Tao Dai et al.*2019 · 1,915 citations* 2. **[TokenPose: Learning Keypoint Tokens for Human Pose Estimation ↗](https://doi.org/10.1109/iccv48922.2021.01112) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Yanjie Li et al.*2021 · 425 citations* 3. **[Adversarial Weight Perturbation Helps Robust Generalization ↗](https://openalex.org/W3103385169) neural information processing systems · no summary yet**Dongxian Wu, Shu‐Tao Xia, Yisen Wang*2020 · 225 citations* 4. **[Unsupervised Surface Anomaly Detection with Diffusion Probabilistic Model ↗](https://doi.org/10.1109/iccv51070.2023.00624) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Xinyi Zhang et al.*2023 · 134 citations* 5. **[Hilbert-Based Generative Defense for Adversarial Examples ↗](https://doi.org/10.1109/iccv.2019.00488) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Yang Bai et al.*2019 · 52 citations* 6. **[Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models](https://md.research.elamur.ai/free/en/papers/gao-2025-benchmarking-open-ended-audio-dialogue/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kuofeng Gao, Shu-Tao Xia, Ke Xu, et al.*2025 · 12 citations* 7. **[C-ReD: A Comprehensive Chinese Benchmark for AI-Generated Text Detection Derived from Real-World Prompts](https://md.research.elamur.ai/free/en/papers/qing-2026-c-red-comprehensive-chinese-benchmark/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Chenxi Qing, Junxi Wu, Zheng Liu, et al.*2026* 8. **[Infinite Babble: Inflating 3D Vision-Language Model Inference Overhead via Adversarial Geometric Perturbation](https://md.research.elamur.ai/free/en/papers/sun-2026-infinite-babble-inflating-3d-vision/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Shuoyang Sun, Jiaxin Hong, Yv Zhang, et al.*2026* 9. **[When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models](https://md.research.elamur.ai/free/en/papers/ma-2026-when-efficiency-meets-safety-benchmark/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaoxiao Ma, Kuofeng Gao, Zeyi Lu, et al.*2026* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Bin Chen](https://md.research.elamur.ai/free/en/authors/bin-chen/) ×3 - [Kuofeng Gao](https://md.research.elamur.ai/free/en/authors/kuofeng-gao/) ×3 - [Hao Fang](https://md.research.elamur.ai/free/en/authors/hao-fang/) ×2 - [Hao Wu](https://md.research.elamur.ai/free/en/authors/hao-wu/) ×2 - [Jindong Gu](https://md.research.elamur.ai/free/en/authors/jindong-gu/) - [Ke Xu](https://md.research.elamur.ai/free/en/authors/ke-xu/) - [Philip H. S. Torr](https://md.research.elamur.ai/free/en/authors/philip-h-s-torr/) - [Xiaoxiao Ma](https://md.research.elamur.ai/free/en/authors/xiaoxiao-ma/) - [Zheng Liu](https://md.research.elamur.ai/free/en/authors/zheng-liu/) ## 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) ×3 - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - neural information processing systems ## Cited by Papers of our library cite their works 51 times (of the 149,439 papers whose bibliographies we read); [4 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shu-tao-xia/cited-by/). Updated 1 November 2026