Fan Zhou

27 papers A* 7Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
LookBench: A Live and Holistic Open Benchmark for Fashion Image Retrieval.
CoRR
Chao Gao, Siqiao Xue, Yimin Peng, Jiwen Fu, Tingyi Gu, Shanshan Li, Fan Zhou
2025 J jnl
DORAEMON: A Unified Library for Visual Object Modeling and Representation Learning at Scale.
CoRR
Ke Du, Yimin Peng, Chao Gao, Fan Zhou, Siqiao Xue
2024 A* conf
Continuous Invariance Learning.
ICLR
Lin Yong, Fan Zhou, Lu Tan, Lintao Ma, Jianmeng Liu, Yansu He, Yuan Yuan, Yu Liu, James Y. Zhang, Yujiu Yang, Hao Wang
2024 J jnl
DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models.
CoRR
Fan Zhou, Siqiao Xue, Danrui Qi, Wenhui Shi, Wang Zhao, Ganglin Wei, Hongyang Zhang, Caigai Jiang, Gangwei Jiang, Zhixuan Chu, Faqiang Chen
2024 J jnl
Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models.
CoRR
Siqiao Xue, Danrui Qi, Caigao Jiang, Wenhui Shi, Fangyin Cheng, Keting Chen, Hongjun Yang, Zhiping Zhang, Jianshan He, Hongyang Zhang, Ganglin Wei, Wang Zhao, Fan Zhou, Hong Yi, Shaodong Liu, Faqiang Chen
2024 J jnl
Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models.
Proc. VLDB Endow.
Siqiao Xue, Danrui Qi, Caigao Jiang, Fangyin Cheng, Keting Chen, Zhiping Zhang, Hongyang Zhang, Ganglin Wei, Wang Zhao, Fan Zhou, Hong Yi, Shaodong Liu, Hongjun Yang, Faqiang Chen
2024 A* conf
EasyTPP: Towards Open Benchmarking Temporal Point Processes.
ICLR
Siqiao Xue, Xiaoming Shi, Zhixuan Chu, Yan Wang, Hongyan Hao, Fan Zhou, Caigao Jiang, Chen Pan, James Y. Zhang, Qingsong Wen, Jun Zhou, Hongyuan Mei
2024 J jnl
FAMMA: A Benchmark for Financial Domain Multilingual Multimodal Question Answering.
CoRR
Siqiao Xue, Tingting Chen, Fan Zhou, Qingyang Dai, Zhixuan Chu, Hongyuan Mei
2024 A* conf
GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting.
AAAI
Fan Zhou, Chen Pan, Lintao Ma, Yu Liu, Siqiao Xue, James Y. Zhang, Jun Zhou, Hongyuan Mei, Weitao Lin, Zi Zhuang, Wenxin Ning, Yunhua Hu
2024 J jnl
GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting.
CoRR
Fan Zhou, Chen Pan, Lintao Ma, Yu Liu, James Y. Zhang, Jun Zhou, Hongyuan Mei, Weitao Lin, Zi Zhuang, Wenxin Ning, Yunhua Hu, Siqiao Xue
2024 J jnl
ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning.
CoRR
Yi Huang, Fangyin Cheng, Fan Zhou, Jiahui Li, Jian Gong, Hongjun Yang, Zhidong Fan, Caigao Jiang, Siqiao Xue, Faqiang Chen
2023 J jnl
Continuous Invariance Learning.
CoRR
Yong Lin, Fan Zhou, Lu Tan, Lintao Ma, Jiameng Liu, Yansu He, Yuan Yuan, Yu Liu, James Zhang, Yujiu Yang, Hao Wang
2023 J jnl
DB-GPT: Empowering Database Interactions with Private Large Language Models.
CoRR
Siqiao Xue, Caigao Jiang, Wenhui Shi, Fangyin Cheng, Keting Chen, Hongjun Yang, Zhiping Zhang, Jianshan He, Hongyang Zhang, Ganglin Wei, Wang Zhao, Fan Zhou, Danrui Qi, Hong Yi, Shaodong Liu, Faqiang Chen
2023 J jnl
Deep Optimal Timing Strategies for Time Series.
CoRR
Chen Pan, Fan Zhou, Xuanwei Hu, Xinxin Zhu, Wenxin Ning, Zi Zhuang, Siqiao Xue, James Zhang, Yunhua Hu
2023 J jnl
EasyTPP: Towards Open Benchmarking the Temporal Point Processes.
CoRR
Siqiao Xue, Xiaoming Shi, Zhixuan Chu, Yan Wang, Fan Zhou, Hongyan Hao, Caigao Jiang, Chen Pan, Yi Xu, James Y. Zhang, Qingsong Wen, Jun Zhou, Hongyuan Mei
2023 — conf
Flow-Based End-to-End Model for Hierarchical Time Series Forecasting via Trainable Attentive-Reconciliation.
DASFAA (1)
Shiyu Wang, Yinbo Sun, Yan Wang, Fan Zhou, Lintao Ma, James Zhang, Yangfei Zheng
2023 A* conf
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning.
NeurIPS
Xiaoming Shi, Siqiao Xue, Kangrui Wang, Fan Zhou, James Y. Zhang, Jun Zhou, Chenhao Tan, Hongyuan Mei
2023 J jnl
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning.
CoRR
Xiaoming Shi, Siqiao Xue, Kangrui Wang, Fan Zhou, James Y. Zhang, Jun Zhou, Chenhao Tan, Hongyuan Mei
2023 A* conf
SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies.
AAAI
Fan Zhou, Chen Pan, Lintao Ma, Yu Liu, Shiyu Wang, James Zhang, Xinxin Zhu, Xuanwei Hu, Yunhua Hu, Yangfei Zheng, Lei Lei, Hu Yun
2023 J jnl
SLOTH: Structured Learning and Task-based Optimization for Time Series Forecasting on Hierarchies.
CoRR
Fan Zhou, Chen Pan, Lintao Ma, Yu Liu, Shiyu Wang, James Zhang, Xinxin Zhu, Xuanwei Hu, Yunhua Hu, Yangfei Zheng, Lei Lei, Yun Hu
2023 J jnl
WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine.
CoRR
Siqiao Xue, Fan Zhou, Yi Xu, Hongyu Zhao, Shuo Xie, Qingyang Dai, Caigao Jiang, James Y. Zhang, Jun Zhou, Dacheng Xiu, Hongyuan Mei
2022 J jnl
End-to-End Modeling Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow based Reconciliation.
CoRR
Shiyu Wang, Fan Zhou, Yinbo Sun, Lintao Ma, James Zhang, Yangfei Zheng, Lei Lei, Yun Hu
2022 — conf
End-to-End Modeling of Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow-based Reconciliation.
ICDM (Workshops)
Shiyu Wang, Fan Zhou, Yinbo Sun, Lintao Ma, James Zhang, Yangfei Zheng
2021 A* conf
Embedding Symbolic Temporal Knowledge into Deep Sequential Models.
ICRA
Yaqi Xie, Fan Zhou, Harold Soh
2021 J jnl
Embedding Symbolic Temporal Knowledge into Deep Sequential Models.
CoRR
Yaqi Xie, Fan Zhou, Harold Soh
2020 A* conf
Relational State-Space Model for Stochastic Multi-Object Systems.
ICLR
Fan Yang, Ling Chen, Fan Zhou, Yusong Gao, Wei Cao
2020 J jnl
Relational State-Space Model for Stochastic Multi-Object Systems.
CoRR
Fan Yang, Ling Chen, Fan Zhou, Yusong Gao, Wei Cao