Yingfang Yuan

31 papers A* 4A 2B 2Journal 19Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Scalar Rewards to Potential Trends: Shaping Potential Landscapes for Model-Based Reinforcement Learning.
CoRR
Yao-Hui Li, Zeyu Wang, Xin Li, Wei Pang, Yingfang Yuan, Zhengkun Chen, Boya Zhang, Riashat Islam, Alex Lamb, Yonggang Zhang
2026 A* conf
InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration.
AAAI
Zhongyu Yang, Yingfang Yuan, Xuanming Jiang, Baoyi An, Wei Pang
2026 J jnl
MultiHaystack: Benchmarking Multimodal Retrieval and Reasoning over 40K Images, Videos, and Documents.
CoRR
Dannong Xu, Zhongyu Yang, Jun Chen, Yingfang Yuan, Ming Hu, Lei Sun, Luc Van Gool, Danda Pani Paudel, Chun-Mei Feng
2026 J jnl
STProtein: predicting spatial protein expression from multi-omics data.
CoRR
Zhaorui Jiang, Yingfang Yuan, Lei Hu, Wei Pang
2026 A* conf
X
WWW
Zhongyu Yang, Wei Pang, Yingfang Yuan
2026 J jnl
XR: Cross-Modal Agents for Composed Image Retrieval.
CoRR
Zhongyu Yang, Wei Pang, Yingfang Yuan
2025 J jnl
A Unifying Bias-aware Multidisciplinary Framework for Investigating Socio-Technical Issues.
CoRR
Sacha Hasan, Mehdi Rizvi, Yingfang Yuan, Kefan Chen, Lynne Baillie, Wei Pang
2025 — conf
Evaluating Text Generation Quality Using Spectral Distances of Surprisal.
EMNLP (Findings)
Zhichen Liu, Yongyuan Li, Yang Xu, Yu Wang, Yingfang Yuan, Zuhao Yang
2025 J jnl
InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration.
CoRR
Zhongyu Yang, Yingfang Yuan, Xuanming Jiang, Baoyi An, Wei Pang
2025 A* conf
MERMAID: Multi-perspective Self-reflective Agents with Generative Augmentation for Emotion Recognition.
EMNLP
Zhongyu Yang, Junhao Song, Siyang Song, Wei Pang, Yingfang Yuan
2025 J jnl
Mixture of Experts in Large Language Models.
CoRR
Danyang Zhang, Junhao Song, Ziqian Bi, Yingfang Yuan, Tianyang Wang, Joe Yeong, Junfeng Hao
2025 B conf
Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness.
IJCNN
Yingfang Yuan, Kefan Chen, Mehdi Rizvi, Lynne Baillie, Wei Pang
2025 — conf
ReChar: Revitalising Characters with Structure Preserved and User-Specified Aesthetic Enhancements.
SIGGRAPH Asia Technical Communications
Zhongyu Yang, Junhao Song, Zhang Luo, Zuhao Yang, Yang Xu, Jingfen Lan, Yonghan Zhang, Wei Pang, Siyang Song, Yingfang Yuan
2025 J jnl
Script: Graph-Structured and Query-Conditioned Semantic Token Pruning for Multimodal Large Language Models.
CoRR
Zhongyu Yang, Dannong Xu, Wei Pang, Yingfang Yuan
2025 J jnl
Script: Graph-Structured and Query-Conditioned Semantic Token Pruning for Multimodal Large Language Models.
Trans. Mach. Learn. Res.
Zhongyu Yang, Dannong Xu, Wei Pang, Yingfang Yuan
2024 A conf
Evolving Molecular Graph Neural Networks with Hierarchical Evaluation Strategy.
GECCO
Yingfang Yuan, Wenjun Wang, Xin Li, Kefan Chen, Yonghan Zhang, Wei Pang
2024 J jnl
Navigating Public Sentiment in the Circular Economy through Topic Modelling and Hyperparameter Optimisation.
CoRR
Junhao Song, Yingfang Yuan, Kaiwen Chang, Bing Xu, Jin Xuan, Wei Pang
2024 J jnl
Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness.
CoRR
Yingfang Yuan, Kefan Chen, Mehdi Rizvi, Lynne Baillie, Wei Pang
2024 — conf
SAIS: A Novel Bio-Inspired Artificial Immune System Based on Symbiotic Paradigm.
GECCO Companion
Junhao Song, Yingfang Yuan, Wei Pang
2024 J jnl
SAIS: A Novel Bio-Inspired Artificial Immune System Based on Symbiotic Paradigm.
CoRR
Junhao Song, Yingfang Yuan, Wei Pang
2024 J jnl
ScaleNet: Scale Invariance Learning in Directed Graphs.
CoRR
Qin Jiang, Chengjia Wang, Michael Lones, Yingfang Yuan, Wei Pang
2023 A* conf
FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy.
NeurIPS
Zuhao Yang, Yingfang Yuan, Yang Xu, Shuo Zhan, Huajun Bai, Kefan Chen
2023 J jnl
FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy.
CoRR
Zuhao Yang, Yingfang Yuan, Yang Xu, Shuo Zhan, Huajun Bai, Kefan Chen
2023 J jnl
PaCaNet: A Study on CycleGAN with Transfer Learning for Diversifying Fused Chinese Painting and Calligraphy.
CoRR
Zuhao Yang, Huajun Bai, Zhang Luo, Yang Xu, Wei Pang, Yue Wang, Yisheng Yuan, Yingfang Yuan
2021 B conf
A Genetic Algorithm with Tree-structured Mutation for Hyperparameter Optimisation of Graph Neural Networks.
CEC
Yingfang Yuan, Wenjun Wang, Wei Pang
2021 J jnl
A Genetic Algorithm with Tree-structured Mutation for Hyperparameter Optimisation of Graph Neural Networks.
CoRR
Yingfang Yuan, Wenjun Wang, Wei Pang
2021 J jnl
A Novel Genetic Algorithm with Hierarchical Evaluation Strategy for Hyperparameter Optimisation of Graph Neural Networks.
CoRR
Yingfang Yuan, Wenjun Wang, George M. Coghill, Wei Pang
2021 J jnl
A Systematic Comparison Study on Hyperparameter Optimisation of Graph Neural Networks for Molecular Property Prediction.
CoRR
Yingfang Yuan, Wenjun Wang, Wei Pang
2021 A conf
A systematic comparison study on hyperparameter optimisation of graph neural networks for molecular property prediction.
GECCO
Yingfang Yuan, Wenjun Wang, Wei Pang
2021 J jnl
Which Hyperparameters to Optimise? An Investigation of Evolutionary Hyperparameter Optimisation in Graph Neural Network For Molecular Property Prediction.
CoRR
Yingfang Yuan, Wenjun Wang, Wei Pang
2021 — conf
Which hyperparameters to optimise?: an investigation of evolutionary hyperparameter optimisation in graph neural network for molecular property prediction.
GECCO Companion
Yingfang Yuan, Wenjun Wang, Wei Pang