Publications

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2026

01.

Compression in 3d gaussian splatting: A survey of methods, trends, and future directions

MS Ali, C Zhang, M Cagnazzo, G Valenzise, E Tartaglione, SH Bae

IEEE Transactions on Circuits and Systems for Video Technology, 2026Full Text PDF
02.

Learning global hypothesis space for enhancing synergistic reasoning chain

J Zhang, C Zhang, S Chen, X Wang, Z Huang, P Zheng, S Yuan, S Zheng, ...

arXiv preprint arXiv:2602.09794, 2026Full Text PDF
03.

Language-guided token compression with reinforcement learning in large vision-language models

S Cao, J Zhang, P Zheng, J Yan, C Qin, Y Ye, W Dong, P Wang, Y Yang, ...

arXiv preprint arXiv:2603.13394, 2026Full Text PDF
04.

LLaVA-FA: Learning Fourier Approximation for Compressing Large Multimodal Models

P Zheng, C Zhang, J Mo, GH Li, J Zhang, J Zhang, S Cao, S Zheng, C Qin, ...

arXiv preprint arXiv:2602.00135, 2026Full Text PDF
05.

Text summarization via global structure awareness

J Zhang, C Zhang, S Chen, Y Liu, C Li, Q Sun, S Yuan, FD Puspitasari, ...

arXiv preprint arXiv:2602.09821, 2026Full Text PDF
06.

Lightweight llm agent memory with small language models

J Zhang, C Zhang, S Chen, Z Huang, P Zheng, Z Wang, P Guo, F Mo, ...

arXiv preprint arXiv:2604.07798, 2026Full Text PDF
07.

GRASP: Guided Region-Aware Sparse Prompting for Adapting MLLMs to Remote Sensing

Q Sun, C Zhang, J Zhang, X Wang, J Xie, P Zheng, H Wang, S Lee, ...

arXiv preprint arXiv:2601.17089, 2026Full Text PDF
08.

From Dialogue to Destination: Geography-Aware Large Language Models with Multimodal Fusion for Conversational Recommendation

Y Li, C Liu, J Zou, C Long, C Zhang, P Wang, Y Yang

Proceedings of the AAAI Conference on Artificial Intelligence 40 (23), 19267 …, 2026Full Text PDF
09.

Ghs-tda: A synergistic reasoning framework integrating global hypothesis space with topological data analysis

J Zhang, C Zhang, S Chen, X Wang, Z Huang, P Zheng, S Yuan, S Zheng, ...

arXiv e-prints, arXiv: 2602.09794, 2026Full Text PDF
10.

Towards visual chain-of-thought reasoning: A comprehensive survey

P Zheng, C Zhang, M Cui, G Chen, Q Sun, J Huang, J Zhang, TH Kim, ...

TechRxiv 2026 (0128), 2026Full Text PDF
11.

Transforming external knowledge into triplets for enhanced retrieval in rag of llms

X Wang, C Zhang, Q Sun, Z Huang, C Lu, S Zheng, Z Ma, C Qin, Y Yang, ...

arXiv preprint arXiv:2604.12610, 2026Full Text PDF
12.

Experience transfer for multimodal llm agents in minecraft game

C Li, J Liu, S Zhang, H Jian, H Ni, LH Lee, SH Bae, G Wang, Y Yang, ...

arXiv preprint arXiv:2604.05533, 2026Full Text PDF