Shannan Yan

According to our database, Shannan Yan authored at least 15 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Beyond Chain-of-Thought: Rewrite as a Universal Interface for Generative Multimodal Embeddings.

Peixi Wu, Ke Mei, Feipeng Ma, Bosong Chai, Zhibin Lan, Chenxi Zhao, Shannan Yan, Jie Chen, Zhangchi Hu, Yansong Peng, Bo Lin, Junjie Zhou, Dacheng Yin, Tianyi Wang, Fengyun Rao, Jing Lyu, Hebei Li, Xiaoyan Sun

CoRR, April, 2026

RealChart2Code: Advancing Chart-to-Code Generation with Real Data and Multi-Task Evaluation.

Jiajun Zhang, Yuying Li, Zhixun Li, Xingyu Guo, Jingzhuo Wu, Leqi Zheng, Yiran Yang, Jianke Zhang, Qingbin Li, Shannan Yan, Zhetong Li, Changguo Jia, Junfei Wu, Zilei Wang, Qiang Liu, Liang Wang

CoRR, March, 2026

AdaMem: Adaptive User-Centric Memory for Long-Horizon Dialogue Agents.

Shannan Yan, Jingchen Ni, Leqi Zheng, Jiajun Zhang, Peixi Wu, Dacheng Yin, Jing Lyu, Chun Yuan, Fengyun Rao

CoRR, March, 2026

Learning Cross-View Object Correspondence via Cycle-Consistent Mask Prediction.

Shannan Yan, Leqi Zheng, Keyu Lv, Jingchen Ni, Hongyang Wei, Jiajun Zhang, Guangting Wang, Jing Lyu, Chun Yuan, Fengyun Rao

CoRR, February, 2026

What Makes Low-Bit Quantization-Aware Training Work for Reasoning LLMs? A Systematic Study.

Keyu Lv, Manyi Zhang, Xiaobo Xia, Jingchen Ni, Shannan Yan, Xianzhi Yu, Lu Hou, Chun Yuan, Haoli Bai

CoRR, January, 2026

What Should I Cite? A RAG Benchmark for Academic Citation Prediction.

Leqi Zheng, Jiajun Zhang, Canzhi Chen, Chaokun Wang, Hongwei Li, Yuying Li, Yaoxin Mao, Shannan Yan, Zixin Song, Zhiyuan Feng, Zhaolu Kang, Zirong Chen, Hang Zhang, Qiang Liu, Liang Wang, Ziyang Liu

Proceedings of the ACM Web Conference 2026, 2026

RealChart2Code: Bridging the Gap in Real-World Chart-to-Code Generation via Multi-Task Evaluation.

Jiajun Zhang, Yuying Li, Zhixun Li, Xingyu Guo, Jingzhuo Wu, Leqi Zheng, Yiran Yang, Jianke Zhang, Qingbin Li, Shannan Yan, Changguo Jia, Junfei Wu, Zilei Wang, Qiang Liu, Liang Wang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Audio-Visual World Models: Towards Multisensory Imagination in Sight and Sound.

Jiahua Wang, Shannan Yan, Leqi Zheng, Jialong Wu, Yaoxin Mao

CoRR, December, 2025

HSSBench: Benchmarking Humanities and Social Sciences Ability for Multimodal Large Language Models.

Zhaolu Kang, Junhao Gong, Jiaxu Yan, Wanke Xia, Yian Wang, Ziwen Wang, Huaxuan Ding, Zhuo Cheng, Wenhao Cao, Zhiyuan Feng, Siqi He, Shannan Yan, Junzhe Chen, Xiaomin He, Chaoya Jiang, Wei Ye, Kaidong Yu, Xuelong Li

CoRR, June, 2025

ComRoPE: Scalable and Robust Rotary Position Embedding Parameterized by Trainable Commuting Angle Matrices.

Hao Yu, Tangyu Jiang, Shuning Jia, Shannan Yan, Shunning Liu, Haolong Qian, Guanghao Li, Shuting Dong, Huaisong Zhang, Chun Yuan

CoRR, June, 2025

Negative Feedback Really Matters: Signed Dual-Channel Graph Contrastive Learning Framework for Recommendation.

Leqi Zheng, Chaokun Wang, Zixin Song, Cheng Wu, Shannan Yan, Jiajun Zhang, Ziyang Liu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

KPEE: A Two-Stage Proposal-Based Reformulation of Event Extraction.

Hengrui Song, Mingyang Wan, Jiajun Wang, Tao Liang, Shannan Yan, Chun Yuan, Guojun Ma

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation.

Leqi Zheng, Chaokun Wang, Canzhi Chen, Jiajun Zhang, Cheng Wu, Zixin Song, Shannan Yan, Ziyang Liu, Hongwei Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

ComRoPE: Scalable and Robust Rotary Position Embedding Parameterized by Trainable Commuting Angle Matrices.

Hao Yu, Tangyu Jiang, Shuning Jia, Shannan Yan, Shunning Liu, Haolong Qian, Guanghao Li, Shuting Dong, Chun Yuan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2023

ReDualSVG: Refined Scalable Vector Graphics Generation.

Shannan Yan

Proceedings of the Artificial Neural Networks and Machine Learning, 2023