Yingfang Yuan

According to our database, Yingfang Yuan authored at least 24 papers between 2021 and 2026.

Collaborative distances:

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

2026

SVAgent: Storyline-Guided Long Video Understanding via Cross-Modal Multi-Agent Collaboration.

Zhongyu Yang, Zuhao Yang, Shuo Zhan, Tan Yue, Wei Pang, Yingfang Yuan

CoRR, April, 2026

MultiHaystack: Benchmarking Multimodal Retrieval and Reasoning over 40K Images, Videos, and Documents.

Dannong Xu, Zhongyu Yang, Jun Chen, Yingfang Yuan, Ming Hu, Lei Sun, Luc Van Gool, Danda Pani Paudel, Chun-Mei Feng

CoRR, March, 2026

STProtein: predicting spatial protein expression from multi-omics data.

Zhaorui Jiang, Yingfang Yuan, Lei Hu, Wei Pang

CoRR, February, 2026

From Scalar Rewards to Potential Trends: Shaping Potential Landscapes for Model-Based Reinforcement Learning.

Yao-Hui Li, Zeyu Wang, Xin Li, Wei Pang, Yingfang Yuan, Zhengkun Chen, Boya Zhang, Riashat Islam, Alex Lamb, Yonggang Zhang

CoRR, February, 2026

XR: Cross-Modal Agents for Composed Image Retrieval.

Zhongyu Yang, Wei Pang, Yingfang Yuan

CoRR, January, 2026

X^R: Cross-Modal Agents for Composed Image Retrieval.

Zhongyu Yang, Wei Pang, Yingfang Yuan

Proceedings of the ACM Web Conference 2026, 2026

InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration.

Zhongyu Yang, Yingfang Yuan, Xuanming Jiang, Baoyi An, Wei Pang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Mixture of Experts in Large Language Models.

Danyang Zhang, Junhao Song, Ziqian Bi, Yingfang Yuan, Tianyang Wang, Joe Yeong, Junfeng Hao

CoRR, July, 2025

A Unifying Bias-aware Multidisciplinary Framework for Investigating Socio-Technical Issues.

Sacha Hasan, Mehdi Rizvi, Yingfang Yuan, Kefan Chen, Lynne Baillie, Wei Pang

CoRR, May, 2025

Script: Graph-Structured and Query-Conditioned Semantic Token Pruning for Multimodal Large Language Models.

Zhongyu Yang, Dannong Xu, Wei Pang, Yingfang Yuan

Trans. Mach. Learn. Res., 2025

ReChar: Revitalising Characters with Structure Preserved and User-Specified Aesthetic Enhancements.

Zhongyu Yang, Junhao Song, Zhang Luo, Zuhao Yang, Yang Xu, Jingfen Lan, Yonghan Zhang, Wei Pang, Siyang Song, Yingfang Yuan

Proceedings of the SIGGRAPH Asia 2025 Technical Communications, 2025

Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness.

Yingfang Yuan, Kefan Chen, Mehdi Rizvi, Lynne Baillie, Wei Pang

Proceedings of the International Joint Conference on Neural Networks, 2025

MERMAID: Multi-perspective Self-reflective Agents with Generative Augmentation for Emotion Recognition.

Zhongyu Yang, Junhao Song, Siyang Song, Wei Pang, Yingfang Yuan

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Evaluating Text Generation Quality Using Spectral Distances of Surprisal.

Zhichen Liu, Yongyuan Li, Yang Xu, Yu Wang, Yingfang Yuan, Zuhao Yang

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

2024

ScaleNet: Scale Invariance Learning in Directed Graphs.

Qin Jiang, Chengjia Wang, Michael Lones, Yingfang Yuan, Wei Pang

CoRR, 2024

Navigating Public Sentiment in the Circular Economy through Topic Modelling and Hyperparameter Optimisation.

Junhao Song, Yingfang Yuan, Kaiwen Chang, Bing Xu, Jin Xuan, Wei Pang

CoRR, 2024

Evolving Molecular Graph Neural Networks with Hierarchical Evaluation Strategy.

Yingfang Yuan, Wenjun Wang, Xin Li, Kefan Chen, Yonghan Zhang, Wei Pang

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

SAIS: A Novel Bio-Inspired Artificial Immune System Based on Symbiotic Paradigm.

Junhao Song, Yingfang Yuan, Wei Pang

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

PaCaNet: A Study on CycleGAN with Transfer Learning for Diversifying Fused Chinese Painting and Calligraphy.

Zuhao Yang, Huajun Bai, Zhang Luo, Yang Xu, Wei Pang, Yue Wang, Yisheng Yuan, Yingfang Yuan

CoRR, 2023

FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy.

Zuhao Yang, Yingfang Yuan, Yang Xu, Shuo Zhan, Huajun Bai, Kefan Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

A Novel Genetic Algorithm with Hierarchical Evaluation Strategy for Hyperparameter Optimisation of Graph Neural Networks.

Yingfang Yuan, Wenjun Wang, George M. Coghill, Wei Pang

CoRR, 2021

Which hyperparameters to optimise?: an investigation of evolutionary hyperparameter optimisation in graph neural network for molecular property prediction.

Yingfang Yuan, Wenjun Wang, Wei Pang

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

A systematic comparison study on hyperparameter optimisation of graph neural networks for molecular property prediction.

Yingfang Yuan, Wenjun Wang, Wei Pang

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

A Genetic Algorithm with Tree-structured Mutation for Hyperparameter Optimisation of Graph Neural Networks.

Yingfang Yuan, Wenjun Wang, Wei Pang

Proceedings of the IEEE Congress on Evolutionary Computation, 2021