--- title: "Shiyu Huang — author profile and papers — Elamur Research" description: "Shiyu Huang: 3 papers on Elamur Research (2023–2024), h-index 3 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/shiyu-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/shiyu-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Shiyu Huang # Shiyu Huang Shiyu Huang has 3 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Ming Ding](https://md.research.elamur.ai/free/en/authors/ming-ding/), [Wenyi Hong](https://md.research.elamur.ai/free/en/authors/wenyi-hong/), [Zhuoyi Yang](https://md.research.elamur.ai/free/en/authors/zhuoyi-yang/). 3 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5042237956) · [**h-index 3**](https://openalex.org/authors/A5042237956) · [4 works](https://openalex.org/works?filter=author.id:A5042237956) · [46 citations](https://openalex.org/works?filter=author.id:A5042237956&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/shiyu-huang/#papers) · [🔗 Cited 254 times in our library](https://md.research.elamur.ai/free/en/authors/shiyu-huang/cited-by/) · [⭐ Paper Stars ranking: #4095](https://md.research.elamur.ai/free/en/paper-stars/page/41/#star-4095) 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=Shiyu+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Shiyu+Huang) · [dblp](https://dblp.org/search?q=Shiyu+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Shiyu+Huang) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Graphics and Computer-Aided Design · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-graphics-and-computer-aided-design/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2024** 2 papers Shiyu Huang's papers of 2024](https://md.research.elamur.ai/free/en/authors/shiyu-huang/year/2024/) · [**2023** 1 paper Shiyu Huang's papers of 2023](https://md.research.elamur.ai/free/en/papers/lin-2023-swiftsage-generative-agent-fast-slow/) ## Papers The most cited first (OpenAlex and our library). 1. **[CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer](https://md.research.elamur.ai/free/en/papers/yang-2024-cogvideox-text-video-diffusion/)** *(2024 · 163 citations)* CogVideoX addresses a persistent weakness of text-to-video systems: clips that are short, nearly static, and poorly matched to prompts describing a sequence of events. The authors build a diffusion transformer around four main components: 2. **[SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks](https://md.research.elamur.ai/free/en/papers/lin-2023-swiftsage-generative-agent-fast-slow/)** *(2023 · 105 citations)* Agents in text-based simulated environments struggle with long, multi-step tasks. They must plan over many steps, remember context, break goals into subgoals and recover when something goes wrong. Imitation-trained models pick up action patterns well but plan and recover poorly. Prompted LLMs plan well but have… 3. **[CogVLM2: Visual Language Models for Image and Video Understanding](https://md.research.elamur.ai/free/en/papers/hong-2024-cogvlm2-visual-language-models/)** *(2024 · 52 citations)* Text-only LLMs cannot use visual input. Existing vision-language models often have three weaknesses: they connect image features to the LLM only superficially, high-resolution inputs make them expensive, and they lose track of timing in videos. ## Co-authors here 12 of 22 co-authors with a page, the most papers together first. - [Ming Ding](https://md.research.elamur.ai/free/en/authors/ming-ding/) ×2 - [Wenyi Hong](https://md.research.elamur.ai/free/en/authors/wenyi-hong/) ×2 - [Zhuoyi Yang](https://md.research.elamur.ai/free/en/authors/zhuoyi-yang/) ×2 - [Bill Yuchen Lin](https://md.research.elamur.ai/free/en/authors/bill-yuchen-lin/) - [Chandra Bhagavatula](https://md.research.elamur.ai/free/en/authors/chandra-bhagavatula/) - [Da Yin](https://md.research.elamur.ai/free/en/authors/da-yin/) - [Faeze Brahman](https://md.research.elamur.ai/free/en/authors/faeze-brahman/) - [Guanyu Feng](https://md.research.elamur.ai/free/en/authors/guanyu-feng/) - [Jiazheng Xu](https://md.research.elamur.ai/free/en/authors/jiazheng-xu/) - [Junhui Ji](https://md.research.elamur.ai/free/en/authors/junhui-ji/) - [Lei Zhao](https://md.research.elamur.ai/free/en/authors/lei-zhao/) - [Prithviraj Ammanabrolu](https://md.research.elamur.ai/free/en/authors/prithviraj-ammanabrolu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2023](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2023/) ## Cited by Papers of our library cite their works 254 times (of the 141,840 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/shiyu-huang/cited-by/). Updated 24 October 2026