Furong Peng

32 papers A* 4B 1C 2Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
RI-Loss: A Learnable Residual-Informed Loss for Time Series Forecasting.
AAAI
Jieting Wang, Xiaolei Shang, Feijiang Li, Furong Peng
2025 J jnl
ExpDrug: An explainable drug recommendation model based on space feature mapping.
Neurocomputing
Xuan Lu, Yanhong Hao, Furong Peng, Zheqing Zhu, Zhanwen Cheng
2025 J jnl
MGRD: Multigranularity Reconstruction Deviation Modeling for Time Series Anomaly Detection.
IEEE Trans. Instrum. Meas.
Furong Peng, Rongxin Ma, Xuan Lu, Yuhua Qian, Yong Xu, Zhiguo Hu, Hongtao Wu
2025 J jnl
RI-Loss: A Learnable Residual-Informed Loss for Time Series Forecasting.
CoRR
Jieting Wang, Xiaolei Shang, Feijiang Li, Furong Peng
2025 — conf
ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization.
EMNLP (Findings)
Zhensheng Jin, Xinze Li, Yifan Ji, Chunyi Peng, Zhenghao Liu, Qi Shi, Yukun Yan, Shuo Wang, Furong Peng, Ge Yu
2025 J jnl
ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization.
CoRR
Zhensheng Jin, Xinze Li, Yifan Ji, Chunyi Peng, Zhenghao Liu, Qi Shi, Yukun Yan, Shuo Wang, Furong Peng, Ge Yu
2025 J jnl
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network.
Inf. Syst.
Furong Peng, Fujin Liao, Xuan Lu, Jianxing Zheng, Ru Li
2025 J jnl
TDOA-MCM: A TDOA-based Multi-path Communication Mechanism for UWB Indoor Positioning.
KSII Trans. Internet Inf. Syst.
Xuan Lu, Jinhong Guo, Furong Peng, Yu Dong
2025 — conf
Towards Deeper GCNs: Alleviating Over-Smoothing via Iterative Training and Fine-Tuning.
ECML/PKDD (3)
Furong Peng, Jinzhen Gao, Xuan Lu, Kang Liu, Yifan Huo, Sheng Wang
2025 J jnl
Towards Deeper GCNs: Alleviating Over-smoothing via Iterative Training and Fine-tuning.
CoRR
Furong Peng, Jinzhen Gao, Xuan Lu, Kang Liu, Yifan Huo, Sheng Wang
2024 J jnl
Centrosymmetric constrained Convolutional Neural Networks.
Int. J. Mach. Learn. Cybern.
Keyin Zheng, Yuhua Qian, Zhian Yuan, Furong Peng
2024 A* conf
Cross-Domain Contrastive Learning for Time Series Clustering.
AAAI
Furong Peng, Jiachen Luo, Xuan Lu, Sheng Wang, Feijiang Li
2024 J jnl
Explainable recommendation based on fusion representation of multi-type feature embedding.
J. Supercomput.
Jianxing Zheng, Sen Chen, Feng Cao, Furong Peng, Mingqing Huang
2024 A* conf
Neural Collapse To Multiple Centers For Imbalanced Data.
NeurIPS
HongRen Yan, Yuhua Qian, Furong Peng, Jiachen Luo, Zheqing Zhu, Feijiang Li
2024 A* conf
TSC: A Simple Two-Sided Constraint against Over-Smoothing.
KDD
Furong Peng, Kang Liu, Xuan Lu, Yuhua Qian, HongRen Yan, Chao Ma
2024 J jnl
TSC: A Simple Two-Sided Constraint against Over-Smoothing.
CoRR
Furong Peng, Kang Liu, Xuan Lu, Yuhua Qian, HongRen Yan, Chao Ma
2023 J jnl
Multiview nonnegative matrix factorization with dual HSIC constraints for clustering.
Int. J. Mach. Learn. Cybern.
Sheng Wang, Liyong Chen, Yaowei Sun, Furong Peng, Jianfeng Lu
2023 J jnl
Shared and individual representation learning with Feature Diversity for Deep MultiView Clustering.
Inf. Sci.
Sheng Wang, Liyong Chen, Ning Zheng, Lingling Li, Furong Peng, Jianfeng Lu
2022 J jnl
Clustering mixed type data: a space structure-based approach.
Int. J. Mach. Learn. Cybern.
Feijiang Li, Yuhua Qian, Jieting Wang, Furong Peng, Jiye Liang
2021 J jnl
OPLS-SR: A novel face super-resolution learning method using orthonormalized coherent features.
Inf. Sci.
Yun-Hao Yuan, Jin Li, Yun Li, Jipeng Qiang, Bin Li, Wankou Yang, Furong Peng
2019 J jnl
Multi-population coevolutionary dynamic multi-objective particle swarm optimization algorithm for power control based on improved crowding distance archive management in CRNs.
Comput. Commun.
Lingling Chen, Qi Li, Xiaohui Zhao, Zhiyi Fang, Furong Peng, Jiaqi Wang
2018 J jnl
Hybrid Self-Attention Network for Machine Translation.
CoRR
Kaitao Song, Tan Xu, Furong Peng, Jianfeng Lu
2018 J jnl
Multi-level preference regression for cold-start recommendations.
Int. J. Mach. Learn. Cybern.
Furong Peng, Xuan Lu, Chao Ma, Yuhua Qian, Jianfeng Lu, Jingyu Yang
2017 J jnl
Partial Hash Update via Hamming Subspace Learning.
IEEE Trans. Image Process.
Chao Ma, Ivor W. Tsang, Furong Peng, Chuancai Liu
2016 C conf
MetricRec: Metric Learning for Cold-Start Recommendations.
ADMA
Furong Peng, Xuan Lu, Jianfeng Lu, Richard Yi Da Xu, Cheng Luo, Chao Ma, Jingyu Yang
2016 J jnl
Multi-feature Hashing Tracking.
Pattern Recognit. Lett.
Chao Ma, Chuancai Liu, Furong Peng, Jia Liu
2016 J jnl
N-dimensional Markov random field prior for cold-start recommendation.
Neurocomputing
Furong Peng, Jianfeng Lu, Yongli Wang, Richard Yi Da Xu, Chao Ma, Jingyu Yang
2016 J jnl
Two dimensional ensemble hashing for visual tracking.
Neurocomputing
Chao Ma, Chuancai Liu, Furong Peng
2015 — conf
Deep Convolutional Neural Network and Multi-view Stacking Ensemble in Ali Mobile Recommendation Algorithm Competition: The Solution to the Winning of Ali Mobile Recommendation Algorithm.
ICDM Workshops
Xiang Li, Suchi Qian, Furong Peng, Jian Yang, Xiaolin Hu, Rui Xia
2015 — conf
The Hierarchical Model to Ali Mobile Recommendation Competition.
ICDM Workshops
Suchi Qian, Furong Peng, Xiang Li, Jianfeng Lu
2014 B conf
Street view cross-sourced point cloud matching and registration.
ICIP
Furong Peng, Qiang Wu, Lixin Fan, Jian Zhang, Yu You, Jianfeng Lu, Jing-Yu Yang
2012 C conf
A Bag Reconstruction Method for Multiple Instance Classification and Group Record Linkage.
ADMA
Zhichun Fu, Jun Zhou, Furong Peng, Peter Christen