Yuchen Fang

49 papers A* 11A 3B 1C 2Journal 31Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
3DGS
CoRR
Roger Hsiao, Yuchen Fang, Xiangru Huang, Ruilong Li, Hesam Rabeti, Zan Gojcic, Javad Lavaei, James Demmel, Yakun Sophia Shao
2026 J jnl
A Trust-Region Interior-Point Stochastic Sequential Quadratic Programming Method.
CoRR
Yuchen Fang, Jihun Kim, Sen Na, James Demmel, Javad Lavaei
2026 A* conf
Efficient High-Dimensional Time Series Forecasting with Transformers: A Channel Reordering Perspective.
WWW
Yuchen Fang, Shiyu Wang, Yuxuan Liang, Zhou Ye, Yang Xiang, Yan Zhao, Kai Zheng
2026 A* conf
Macro-Micro Collaborative Learning for Logical Data Center Microservice Indicators Forecasting.
WWW
Mohan Gao, Zhemeng Yu, Yang Luo, Lintao Ma, Yinbo Sun, Yuchen Fang, Xiaofeng Gao
2026 J jnl
QEDBENCH: Quantifying the Alignment Gap in Automated Evaluation of University-Level Mathematical Proofs.
CoRR
Santiago Gonzalez, Alireza Amiri Bavandpour, Peter Ye, Edward Zhang, Ruslans Aleksejevs, Todor Antic, Polina Baron, Sujeet Bhalerao, Shubhrajit Bhattacharya, Zachary Burton, John Byrne, Hyungjun Choi, Nujhat Ahmed Disha, Koppány István Encz, Yuchen Fang, Robert Joseph George, Ebrahim Ghorbani, Alan Goldfarb, Jing Guo, Meghal Gupta, Stefano Huber, Annika Kanckos, Minjung Kang, Hyun Jong Kim, Dino Lorenzini, Levi Lorenzo, Tianyi Mao, Giovanni Marzenta, Ariane M. Masuda, Lukas Mauth, Ana Mickovic, Andres Miniguano-Trujillo, Antoine Moulin, Wenqi Ni, Tomos Parry, Kevin Ren, Hossein Roodbarani, Mathieu Rundström, Manjil Saikia, Detchat Samart, Rebecca Steiner, Connor Stewart, Dhara Thakkar, Jeffrey Tse, Vasiliki Velona, Yunhai Xiang, Sibel Yalçin, Jun Yan, Ji Zeng, Arman Cohan, Quanquan C. Liu
2026 J jnl
SEDformer: Event-Synchronous Spiking Transformers for Irregular Telemetry Time Series Forecasting.
CoRR
Ziyu Zhou, Yuchen Fang, Weilin Ruan, Shiyu Wang, James Kwok, Yuxuan Liang
2026 J jnl
TRSVR: An Adaptive Stochastic Trust-Region Method with Variance Reduction.
CoRR
Yuchen Fang, Xinshou Zheng, Javad Lavaei
2026 J jnl
Why is Normalization Preferred? A Worst-Case Complexity Theory for Stochastically Preconditioned SGD under Heavy-Tailed Noise.
CoRR
Yuchen Fang, James Demmel, Javad Lavaei
2025 J jnl
Accuracy Law for the Future of Deep Time Series Forecasting.
CoRR
Yuxuan Wang, Haixu Wu, Yuezhou Ma, Yuchen Fang, Ziyi Zhang, Yong Liu, Shiyu Wang, Zhou Ye, Yang Xiang, Jianmin Wang, Mingsheng Long
2025 J jnl
An Iterative Group-Based MOPSO with Isomap-Guided Leaders and DQN-Adaptive Parameters for Automated Path Coverage Test Case Generation.
Int. J. Softw. Eng. Knowl. Eng.
Yuchen Fang, Zhitao He
2025 J jnl
Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning.
CoRR
Ling Team, Bin Han, Caizhi Tang, Chen Liang, Donghao Zhang, Fan Yuan, Feng Zhu, Jie Gao, Jingyu Hu, Longfei Li, Meng Li, Mingyang Zhang, Peijie Jiang, Peng Jiao, Qian Zhao, Qingyuan Yang, Wenbo Shen, Xinxing Yang, Yalin Zhang, Yankun Ren, Yao Zhao, Yibo Cao, Yixuan Sun, Yue Zhang, Yuchen Fang, Zibin Lin, Zixuan Cheng, Jun Zhou
2025 J jnl
High Probability Complexity Bounds of Trust-Region Stochastic Sequential Quadratic Programming with Heavy-Tailed Noise.
CoRR
Yuchen Fang, Javad Lavaei, Katya Scheinberg, Sen Na
2025 J jnl
Kairos: Towards Adaptive and Generalizable Time Series Foundation Models.
CoRR
Kun Feng, Shaocheng Lan, Yuchen Fang, Wenchao He, Lintao Ma, Xingyu Lu, Kan Ren
2025 J jnl
On the Sharp Input-Output Analysis of Nonlinear Systems under Adversarial Attacks.
CoRR
Jihun Kim, Yuchen Fang, Javad Lavaei
2025 J jnl
Optimal Planning of Multi-Microgrid System With Shared Energy Storage Based on Capacity Leasing and Energy Sharing.
IEEE Trans. Smart Grid
Jianpei Han, Yuchen Fang, Yaowang Li, Ershun Du, Ning Zhang
2025 J jnl
Xihe: Scalable Zero-Shot Time Series Learner Via Hierarchical Interleaved Block Attention.
CoRR
Yinbo Sun, Yuchen Fang, Zhibo Zhu, Jia Li, Yu Liu, Qiwen Deng, Jun Zhou, Hang Yu, Xingyu Lu, Lintao Ma
2024 J jnl
ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling.
CoRR
Yuqi Chen, Kan Ren, Yansen Wang, Yuchen Fang, Weiwei Sun, Dongsheng Li
2024 J jnl
Eliminating Distribution Network Congestion Based on Spatial-Temporal Migration of Multiple Base Stations.
IEEE Trans. Smart Grid
Jianpei Han, Yuchen Fang, Ershun Du, Pei Yong, Ning Zhang, Nian Liu
2024 J jnl
Fully Stochastic Trust-Region Sequential Quadratic Programming for Equality-Constrained Optimization Problems.
SIAM J. Optim.
Yuchen Fang, Sen Na, Michael W. Mahoney, Mladen Kolar
2024 A conf
Poster: Hybrid Detection Mechanism for Spoofing Attacks in Bluetooth Low Energy Networks.
MobiSys
Hanlin Cai, Yuchen Fang, Jiacheng Huang, Meng Yuan, Zhezhuang Xu
2024 J jnl
Trust-Region Sequential Quadratic Programming for Stochastic Optimization with Random Models.
CoRR
Yuchen Fang, Sen Na, Michael W. Mahoney, Mladen Kolar
2023 J jnl
CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models.
CoRR
Lingyue Fu, Huacan Chai, Shuang Luo, Kounianhua Du, Weiming Zhang, Longteng Fan, Jiayi Lei, Renting Rui, Jianghao Lin, Yuchen Fang, Yifan Liu, Jingkuan Wang, Siyuan Qi, Kangning Zhang, Weinan Zhang, Yong Yu
2023 A* conf
ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling.
NeurIPS
Yuqi Chen, Kan Ren, Yansen Wang, Yuchen Fang, Weiwei Sun, Dongsheng Li
2023 A* conf
Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling.
AAAI
Yuchen Fang, Kan Ren, Caihua Shan, Yifei Shen, You Li, Weinan Zhang, Yong Yu, Dongsheng Li
2023 A* conf
Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in Finance.
KDD
Yuchen Fang, Zhenggang Tang, Kan Ren, Weiqing Liu, Li Zhao, Jiang Bian, Dongsheng Li, Weinan Zhang, Yong Yu, Tie-Yan Liu
2023 J jnl
Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order Execution in Finance.
CoRR
Yuchen Fang, Zhenggang Tang, Kan Ren, Weiqing Liu, Li Zhao, Jiang Bian, Dongsheng Li, Weinan Zhang, Yong Yu, Tie-Yan Liu
2023 B conf
Protecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling.
SMC
Ziyue Li, Yuchen Fang, You Li, Kan Ren, Yansen Wang, Xufang Luo, Juanyong Duan, Congrui Huang, Dongsheng Li, Lili Qiu
2023 J jnl
Protecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling.
CoRR
Ziyue Li, Yuchen Fang, You Li, Kan Ren, Yansen Wang, Xufang Luo, Juanyong Duan, Congrui Huang, Dongsheng Li, Lili Qiu
2023 J jnl
Time-Series Representation Learning in Topology Prediction for Passive Optical Network of Telecom Operators.
Sensors
Haoran Zhao, Yuchen Fang, Yuxiang Zhao, Zheng Tian, Weinan Zhang, Xidong Feng, Li Yu, Wei Li, Hulei Fan, Tiema Mu
2022 J jnl
GraphHINGE: Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network.
ACM Trans. Inf. Syst.
Jiarui Jin, Kounianhua Du, Weinan Zhang, Jiarui Qin, Yuchen Fang, Yong Yu, Zheng Zhang, Alexander J. Smola
2022 A* conf
Retrieval-Based Gradient Boosting Decision Trees for Disease Risk Assessment.
KDD
Handong Ma, Jiahang Cao, Yuchen Fang, Weinan Zhang, Wenbo Sheng, Shaodian Zhang, Yong Yu
2021 A* conf
Universal Trading for Order Execution with Oracle Policy Distillation.
AAAI
Yuchen Fang, Kan Ren, Weiqing Liu, Dong Zhou, Weinan Zhang, Jiang Bian, Yong Yu, Tie-Yan Liu
2021 J jnl
Universal Trading for Order Execution with Oracle Policy Distillation.
CoRR
Yuchen Fang, Kan Ren, Weiqing Liu, Dong Zhou, Weinan Zhang, Jiang Bian, Yong Yu, Tie-Yan Liu
2020 A* conf
A Deep Recurrent Survival Model for Unbiased Ranking.
SIGIR
Jiarui Jin, Yuchen Fang, Weinan Zhang, Kan Ren, Guorui Zhou, Jian Xu, Yong Yu, Jun Wang, Xiaoqiang Zhu, Kun Gai
2020 J jnl
A Deep Recurrent Survival Model for Unbiased Ranking.
CoRR
Jiarui Jin, Yuchen Fang, Weinan Zhang, Kan Ren, Guorui Zhou, Jian Xu, Yong Yu, Jun Wang, Xiaoqiang Zhu, Kun Gai
2020 A* conf
An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph.
KDD
Jiarui Jin, Jiarui Qin, Yuchen Fang, Kounianhua Du, Weinan Zhang, Yong Yu, Zheng Zhang, Alexander J. Smola
2020 J jnl
An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph.
CoRR
Jiarui Jin, Jiarui Qin, Yuchen Fang, Kounianhua Du, Weinan Zhang, Yong Yu, Zheng Zhang, Alexander J. Smola
2020 J jnl
Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network.
CoRR
Jiarui Jin, Kounianhua Du, Weinan Zhang, Jiarui Qin, Yuchen Fang, Yong Yu, Zheng Zhang, Alexander J. Smola
2020 A conf
Sequential Recommendation with Dual Side Neighbor-based Collaborative Relation Modeling.
WSDM
Jiarui Qin, Kan Ren, Yuchen Fang, Weinan Zhang, Yong Yu
2020 A* conf
User Behavior Retrieval for Click-Through Rate Prediction.
SIGIR
Jiarui Qin, Weinan Zhang, Xin Wu, Jiarui Jin, Yuchen Fang, Yong Yu
2020 J jnl
User Behavior Retrieval for Click-Through Rate Prediction.
CoRR
Jiarui Qin, Weinan Zhang, Xin Wu, Jiarui Jin, Yuchen Fang, Yong Yu
2019 — conf
A Workflow Interoperability Approach Based on Blockchain.
IOV
Yuchen Fang, Xuanzhao Tang, Maolin Pan, Yang Yu
2019 A* conf
Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction.
SIGIR
Kan Ren, Jiarui Qin, Yuchen Fang, Weinan Zhang, Lei Zheng, Weijie Bian, Guorui Zhou, Jian Xu, Yong Yu, Xiaoqiang Zhu, Kun Gai
2019 J jnl
Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction.
CoRR
Kan Ren, Jiarui Qin, Yuchen Fang, Weinan Zhang, Lei Zheng, Weijie Bian, Guorui Zhou, Jian Xu, Yong Yu, Xiaoqiang Zhu, Kun Gai
2019 J jnl
Sequential Recommendation with Dual Side Neighbor-based Collaborative Relation Modeling.
CoRR
Jiarui Qin, Kan Ren, Yuchen Fang, Weinan Zhang, Yong Yu
2018 A conf
Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising.
CIKM
Kan Ren, Yuchen Fang, Weinan Zhang, Shuhao Liu, Jiajun Li, Ya Zhang, Yong Yu, Jun Wang
2018 J jnl
Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising.
CoRR
Kan Ren, Yuchen Fang, Weinan Zhang, Shuhao Liu, Jiajun Li, Ya Zhang, Yong Yu, Jun Wang
2016 C conf
Influence of branch architectures on gap fraction and clumping index of canopies.
IGARSS
Jun Geng, Lili Tu, Qingjiu Tian, Xiaofei Wang, Xiaobo Zhu, Yanjun Yang, Ranran Yang, Lei Wang, Chunguang Lv, Yuchen Fang
2016 C conf
Simulation and analysis on the influence of different types of soil background on the remote sensing information of wheat NDVI of farmland.
IGARSS
Yuchen Fang, Peiyan Wang, Jingming Chen, Qingjiu Tian