Shiyu Huang

Shiyu Huang has 3 papers in our library, in 2023–2024, most of them on Language models & pretraining, Vision & language; often with Ming Ding, Wenyi Hong, Zhuoyi Yang.

3 papers in our library · 2023–2024

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Of its works in our library: the number of works on each and its rating among them.

The most cited first (OpenAlex and our library).

CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer (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:
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks (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…
CogVLM2: Visual Language Models for Image and Video Understanding (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.

12 of 22 co-authors with a page, the most papers together first.

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

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 →.

Updated 24 October 2026