Publications
Papers, workshop contributions, and technical reports. * denotes equal contribution.
Data curation pipeline from the paper ↗
ACM Multimedia 20262026
Tianxin Xie, Wentao Lei, Kai Jiang, …, Jiangshan He, …, Li Liu.
Evaluates whether generated sounds respond correctly to controlled changes in physical conditions.
Paper Figure 1 · Matched-control evaluation protocol ↗
ICML 2026 · AI4Math Workshop2026First author
Jiangshan He, Song Dai, Xiaolong Qiao, Jungang Li, Yibo Yan, Xuming Hu.
Uses matched controls to separate the effects of concept content from prompt format.
2025
MMM 20252025
Yu-Tong Cheng, Jiaxin Wu, Zhixin Ma, Jiangshan He, Xiao-Yong Wei, Chong-Wah Ngo.
2025
Manuscript under revision · 修改中Manuscript2025
HIRAR: Hierarchical Ranking Re-aggregation Method Driven by Multimodal Large Language Model for Ad-hoc Video Search
Zeyuan Zhang, Jiangshan He, Shiwei Feng, Gang Wu, Chunxia Xiao, Chao Liang.
2024
TRECVID 2024Technical report2024
Heng Liu, Jiangshan He, Zeyuan Zhang, Yuanyuan Xu, Chao Liang.
2024
MMM 20242024
Guihe Gu, Zhengqian Wu, Jiangshan He, Lin Song, Zhongyuan Wang, Chao Liang.
Retrieval framework from the technical report ↗
TRECVID 2023Technical report2023Co-first author
Jiangshan He*, Ruizhe Li*, Jiahao Guo*, Hong Zhang, Mingxi Li, Zhengqian Wu, Zhongyuan Wang, Bo Du, Chao Liang.
Combines vision-language models, generated image queries, and relevance feedback for video search.
Interaction method from the official repository ↗
MMM 20232023Co-first author
Weixi Song*, Jiangshan He*, Xinghan Li, Shiwei Feng, Chao Liang.
Refines multimodal video retrieval through user feedback on relevant and irrelevant clips.