LLaVA-FA: Learning Fourier Approximation for Compressing Large
Multimodal Models
(ICLR 2026)
Pengcheng Zheng,
Chaoning Zhang*,
Jiarong Mo,
GuoHui Li,
Jiaquan Zhang,
Jiahao Zhang,
Sihan Cao,
Sheng Zheng,
Caiyan Qin,
Guoqing Wang,
Yang Yang
Text Summarization via Global Structure Awareness
(ICLR 2026)
Jiaquan Zhang,
Chaoning Zhang*,
Shuxu Chen,
Yibei Liu,
Chenghao Li,
Qigan Sun,
Shuai Yuan,
Fachrina Dewi Puspitasari,
Dongshen Han,
Guoqing Wang,
Sung-Ho Bae,
Yang Yang
Learning Global Hypothesis Space for Enhancing Synergistic Reasoning
Chain
(ICLR 2026)
Jiaquan Zhang,
Chaoning Zhang,
Shuxu Chen,
Xudong Wang,
Zhenzhen Huang,
Pengcheng Zheng,
Shuai Yuan,
Sheng Zheng*,
Qigan Sun,
Jie Zou,
Lik-Hang Lee,
Yang Yang
Lightweight LLM Agent Memory with Small Language Models
(ACL 2026)
Jiaquan Zhang,
Chaoning Zhang*,
Shuxu Chen,
Zhenzhen Huang,
Pengcheng Zheng,
Zhicheng Wang,
Ping Guo,
Fan Mo,
Sung-Ho Bae,
Jie Zou,
Jiwei Wei,
Yang Yang
Agent-GWO: Collaborative Agents for Dynamic Prompt Optimization in
Large Language Models
(ACL Findings 2026)
Xudong Wang,
Chaoning Zhang*,
Chenghao Li,
Shuxu Chen,
Qigan Sun,
Jiaquan Zhang,
Fachrina Dewi Puspitasari,
Tae-Ho Kim,
Jiwei Wei,
Malu Zhang,
Guoqing Wang,
Yang Yang,
Heng Tao Shen
TF-SNO: Time-Frequency Gated Spectral Neural Operators for Learning
Non-Stationary Partial Differential Equations
(KDD 2026)
Yitian Zhou,
Chaoning Zhang,
Zhenzhen Huang,
Haoxuan Yu,
Jiaquan Zhang,
Yiran Li,
Fan Mo,
Kuien Liu,
Jie Zou,
Caiyan Qin*,
Yang Yang
Joint Lossless Compression and Steganography for Medical Images via
Large Language Models
(TMM 2026)
Pengcheng Zheng,
Xiaorong Pu*,
Kecheng Chen,
Jiaxin Huang,
Meng Yang,
Bai Feng,
Yazhou Ren,
Jianan Jiang,
Chaoning Zhang,
Yang Yang,
Heng Tao Shen
