Qingsong Wen

94 papers at tracked venues · 79 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4516-2524 ↗Homepage ↗

Venues

SIGKDD ×22 ACL ×12 NeurIPS ×12 ICLR ×10 AAAI ×8 EMNLP ×5 WWW ×5 CIKM ×4 ICML ×4 ACM MM ×3 IJCAI ×3 VLDB ×2 ECML-PKDD ×1 ICDE ×1 SDM ×1 WSDM ×1

Frequent coauthors

Yuxuan Liang

×23

Kun Wang

×15

Ming Jin

×14

Yingying Zhang

×10

Philip S. Yu

×9

Shirui Pan

×9

Yibo Yan

×9

Shen Wang

×8

Liang Sun

×8

Lunting Fan

×8

Linsey Pang

×7

Yifan Zhang

×7

Papers

AGP: Auto-Guided Prompt Refinement for Personalized Reranking in Recommender Systems
WSDM 2026 ·
Chen Wang
,
Mingdai Yang
,
Zhiwei Liu
,
Pan Li
,
Linsey Pang
, Qingsong Wen,
Philip S. Yu
ARM2: Adaptive Reasoning Model with Vision Understanding and Executable Code
ACL 2026 ·
Jian Xie
,
Zhendong Chu
,
Aoxiao Zhong
,
Kai Zhang
,
Mingzhe Han
,
Xing Fan
,
Jialie Shen
, Qingsong Wen
Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODE
SIGKDD 2026 ·
Fan Xu
,
Wei Gong
,
Hao Wu
,
Lilan Peng
,
Nan Wang
, Qingsong Wen,
Xian Wu
,
Kun Wang
,
Xibin Zhao
Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation
AAAI 2026 ·
Shiyuan Li
,
Yixin Liu
, Qingsong Wen,
Chengqi Zhang
,
Shirui Pan
Backdoor Collapse: Eliminating Unknown Threats Via Known Backdoor Aggregation In Language Models
ACL 2026 ·
Liang Lin
,
Miao Yu
,
Moayad Aloqaily
,
Zhenhong Zhou
,
Kun Wang
,
Linsey Pang
,
Prakhar Mehrotra
, Qingsong Wen
EmoRAG: Evaluating RAG Robustness to Symbolic Perturbations
SIGKDD 2026 ·
Xinyun Zhou
,
Xinfeng Li
,
Yinan Peng
,
Ming Xu
,
Xuanwang Zhang
,
Miao Yu
,
Yidong Wang
,
Xiaojun Jia
,
Kun Wang
, Qingsong Wen,
XiaoFeng Wang
,
Wei Dong
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
ACL 2026 ·
Yibo Yan
,
Shen Wang
,
Jiahao Huo
,
Hang Li
,
Boyan Li
,
Jiamin Su
,
Xiong Gao
,
Yifan Zhang
,
Tianlong Xu
,
Zhendong Chu
,
Aoxiao Zhong
,
Kun Wang
,
Hui Xiong
,
Philip S. Yu
,
Xuming Hu
, Qingsong Wen
From Memorization to Creation: Evaluating the Cognitive Depth of LLM?Generated Educational Questions
SIGKDD 2026 ·
Xiaolong Wang
,
Zhe Zhao
,
Song Lai
,
Chaoli Zhang
,
Zijie Geng
,
Yu Tong
,
Ye Wei
, Qingsong Wen
HearSay Benchmark: Do Audio LLMs Leak What They Hear?
ACL 2026 ·
Jin Wang
,
Kaiwen Luo
,
Liang Lin
,
Weiliu Wang
,
Yitian Chen
,
Moayad Aloqaily
,
Xuehai Tang
,
Zhenhong Zhou
,
Kun Wang
,
Li Sun
, Qingsong Wen
How to Train Your Mamba for Time Series Forecasting
SIGKDD 2026 ·
Jiaxi Hu
,
Disen Lan
,
Ziyu Zhou
,
Gefeng Luo
, Qingsong Wen,
Yuxuan Liang
NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation
AAAI 2026 ·
Yuan Gao
,
Hao Wu
,
Fan Xu
,
Yanfei Xiang
,
Ruijian Gou
,
Ruiqi Shu
, Qingsong Wen,
Xian Wu
,
Kun Wang
,
Xiaomeng Huang
OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting
AAAI 2026 ·
Sisuo Lyu
,
Siru Zhong
,
Weilin Ruan
,
Qingxiang Liu
, Qingsong Wen,
Hui Xiong
,
Yuxuan Liang
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
ACL 2026 ·
Yibo Yan
,
Shen Wang
,
Jiahao Huo
,
Jingheng Ye
,
Zhendong Chu
,
Xuming Hu
,
Philip S. Yu
,
Carla P. Gomes
,
Bart Selman
, Qingsong Wen
SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication
AAAI 2026 ·
Ruijia Zhang
,
Xinyan Zhao
,
Ruixiang Wang
,
Sigen Chen
,
Guibin Zhang
,
An Zhang
,
Kun Wang
, Qingsong Wen
Scaling Law for Multimodal Large Language Model Supervised Fine-Tuning
ACL 2026 ·
Yifan Zhang
,
Tao Yu
,
Feng Li
,
Chaoyou Fu
,
Yibo Hu
,
Kun Wang
, Qingsong Wen,
Zhang Zhang
,
Liang Wang
,
Rong Jin
Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback
ACL 2026 ·
Yiyuan Yang
,
Zichuan Liu
,
Lei Song
,
Kai Ying
,
Stephen Wang
,
Joshua Thomas Bamford
,
Svitlana Vyetrenko
,
Jiang Bian
, Qingsong Wen
A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges
ACL 2025 ·
Yibo Yan
,
Jiamin Su
,
Jianxiang He
,
Fangteng Fu
,
Xu Zheng
,
Yuanhuiyi Lyu
,
Kun Wang
,
Shen Wang
, Qingsong Wen,
Xuming Hu
A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
SIGKDD 2025 ·
Kun Yi
,
Qi Zhang
,
Wei Fan
,
Longbing Cao
,
Shoujin Wang
,
Hui He
,
Guodong Long
,
Liang Hu
, Qingsong Wen,
Hui Xiong
A Survey on Trustworthy LLM Agents: Threats and Countermeasures
SIGKDD 2025 ·
Miao Yu
,
Fanci Meng
,
Xinyun Zhou
,
Shilong Wang
,
Junyuan Mao
,
Linsey Pang
,
Tianlong Chen
,
Kun Wang
,
Xinfeng Li
,
Yongfeng Zhang
,
Bo An
, Qingsong Wen
AI for Supply Chain: Today and Future
SIGKDD 2025 ·
Ranak Roy Chowdhury
,
Yan Liu
,
Huiming Qu
, Qingsong Wen,
Chen-Yu Lee
,
Narendra Agrawal
,
Alexis Roos
AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction
AAAI 2025 ·
Tianlong Xu
,
Yifan Zhang
,
Zhendong Chu
,
Shen Wang
, Qingsong Wen
Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions
ACL 2025 ·
Hang Li
,
Tianlong Xu
,
Kaiqi Yang
,
Yucheng Chu
,
Yanling Chen
,
Yichi Song
, Qingsong Wen,
Hui Liu
Can LLMs Correct Themselves? A Benchmark of Self-Correction in LLMs
NeurIPS 2025 ·
Guiyao Tie
,
Zenghui Yuan
,
Zeli Zhao
,
Chaoran Hu
,
Tianhe Gu
,
Ruihang Zhang
,
Sizhe Zhang
,
Junran Wu
,
Xiaoyue Tu
,
Ming Jin
, Qingsong Wen,
Lixing Chen
,
Pan Zhou
,
Lichao Sun
Cross-Domain Conditional Diffusion Models for Time Series Imputation
ECML-PKDD 2025 ·
Kexin Zhang
,
Baoyu Jing
,
K. Selçuk Candan
,
Dawei Zhou
, Qingsong Wen,
Han Liu
,
Kaize Ding
Debiasing Multimodal Large Language Models via Penalization of Language Priors
ACM MM 2025 ·
Yifan Zhang
,
Yang Shi
,
Weichen Yu
, Qingsong Wen,
Xue Wang
,
Wenjing Yang
,
Zhang Zhang
,
Liang Wang
,
Rong Jin
Deep Learning for Multivariate Time Series Imputation: A Survey
IJCAI 2025 ·
Jun Wang
,
Wenjie Du
,
Yiyuan Yang
,
Linglong Qian
,
Wei Cao
,
Keli Zhang
,
Wenjia Wang
,
Yuxuan Liang
, Qingsong Wen
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting
SIGKDD 2025 ·
Hao Wu
,
Haomin Wen
,
Guibin Zhang
,
Yutong Xia
,
Yuxuan Liang
,
Yu Zheng
, Qingsong Wen,
Kun Wang
DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition
EMNLP 2025 ·
Hanjun Luo
,
Yingbin Jin
,
Yiran Wang
,
Xinfeng Li
,
Tong Shang
,
Xuecheng Liu
,
Ruizhe Chen
,
Kun Wang
,
Hanan Salam
, Qingsong Wen,
Zuozhu Liu
EMD-Period: Detecting Multi-periodicity in Industrial Cloud Clusters via Time-Frequency Decomposition
SIGKDD 2025 ·
Qiming Chen
,
Yingying Zhang
, Qingsong Wen,
Liang Sun
FRT: Flow-based Reconcile Transformer for Hierarchical Time Series
SIGKDD 2025 ·
Shiyu Wang
,
Wei Lu
,
Jiawei Li
,
Xiaoming Shi
,
Xinyue Zhong
,
Zhou Ye
,
Ming Jin
, Qingsong Wen
Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey
SIGKDD 2025 ·
Yuxuan Liang
,
Haomin Wen
,
Yutong Xia
,
Ming Jin
,
Bin Yang
,
Flora Salim
, Qingsong Wen,
Shirui Pan
,
Gao Cong
Improving Bilinear RNN with Closed-loop Control
NeurIPS 2025 ·
Jiaxi Hu
,
Yongqi Pan
,
Jusen Du
,
Disen Lan
,
Xiaqiang Tang
, Qingsong Wen,
Yuxuan Liang
,
Weigao Sun
Knowledge Tagging with Large Language Model Based Multi-Agent System
AAAI 2025 ·
Hang Li
,
Tianlong Xu
,
Ethan Chang
, Qingsong Wen
LLM Agents for Education: Advances and Applications
EMNLP 2025 ·
Zhendong Chu
,
Shen Wang
,
Jian Xie
,
Tinghui Zhu
,
Yibo Yan
,
Jingheng Ye
,
Aoxiao Zhong
,
Xuming Hu
,
Jing Liang
,
Philip S. Yu
, Qingsong Wen
Learning to Extrapolate and Adjust: Two-Stage Meta-Learning for Concept Drift in Online Time Series Forecasting
IJCAI 2025 ·
Weiqi Chen
,
Zhaoyang Zhu
,
Yifan Zhang
,
Lefei Shen
,
Linxiao Yang
, Qingsong Wen,
Liang Sun
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
ICLR 2025 ·
Yifan Zhang
,
Huanyu Zhang
,
Haochen Tian
,
Chaoyou Fu
,
Shuangqing Zhang
,
Junfei Wu
,
Feng Li
,
Kun Wang
, Qingsong Wen,
Zhang Zhang
,
Liang Wang
,
Rong Jin
MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection
ACL 2025 ·
Yibo Yan
,
Shen Wang
,
Jiahao Huo
,
Philip S. Yu
,
Xuming Hu
, Qingsong Wen
Multi-Scale Finetuning for Encoder-based Time Series Foundation Models
NeurIPS 2025 ·
Zhongzheng Qiao
,
Chenghao Liu
,
Yiming Zhang
,
Ming Jin
,
Quang Pham
, Qingsong Wen,
Ponnuthurai N. Suganthan
,
Xudong Jiang
,
Savitha Ramasamy
Multimodal Learning for Spatio-Temporal Data Mining
ACM MM 2025 ·
Siru Zhong
,
Xixuan Hao
,
Hao Miao
,
Yan Zhao
, Qingsong Wen,
Roger Zimmermann
,
Yuxuan Liang
NetSafe: Exploring the Topological Safety of Multi-agent System
ACL 2025 ·
Miao Yu
,
Shilong Wang
,
Guibin Zhang
,
Junyuan Mao
,
Chenlong Yin
,
Qijiong Liu
,
Kun Wang
, Qingsong Wen,
Yang Wang
Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels
SIGKDD 2025 ·
Yaxuan Wang
,
Hao Cheng
,
Jing Xiong
, Qingsong Wen,
Han Jia
,
Ruixuan Song
,
Liyuan Zhang
,
Zhaowei Zhu
,
Yang Liu
OneForecast: A Universal Framework for Global and Regional Weather Forecasting
ICML 2025 ·
Yuan Gao
,
Hao Wu
,
Ruiqi Shu
,
Huanshuo Dong
,
Fan Xu
,
Rui Ray Chen
,
Yibo Yan
, Qingsong Wen,
Xuming Hu
,
Kun Wang
,
Jiahao Wu
,
Qing Li
,
Hui Xiong
,
Xiaomeng Huang
Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics
ICLR 2025 ·
Zaige Fei
,
Fan Xu
,
Junyuan Mao
,
Yuxuan Liang
, Qingsong Wen,
Kun Wang
,
Hao Wu
,
Yang Wang
Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting
SIGKDD 2025 ·
Yingtao Luo
,
Shikai Fang
,
Binqing Wu
, Qingsong Wen,
Liang Sun
Position: LLMs Can be Good Tutors in English Education
EMNLP 2025 ·
Jingheng Ye
,
Shen Wang
,
Deqing Zou
,
Yibo Yan
,
Kun Wang
,
Hai-Tao Zheng
,
Ruitong Liu
,
Zenglin Xu
,
Irwin King
,
Philip S. Yu
, Qingsong Wen
SAEMark: Steering Personalized Multilingual LLM Watermarks with Sparse Autoencoders
NeurIPS 2025 ·
Zhuohao Yu
,
Xingru Jiang
,
Weizheng Gu
,
Yidong Wang
, Qingsong Wen,
Shikun Zhang
,
Wei Ye
SciSoc LLM Workshop: Large Language Models for Scientific and Societal Advances
SIGKDD 2025 ·
Wei Jin
,
Lu Cheng
,
Wenpeng Yin
,
Xianfeng Tang
, Qingsong Wen,
Danai Koutra
,
B. Aditya Prakash
,
Yan Liu
ShapeX: Shapelet-Driven Post Hoc Explanations for Time Series Classification Models
NeurIPS 2025 ·
Bosong Huang
,
Ming Jin
,
Yuxuan Liang
,
Johan Barthelemy
,
Debo Cheng
, Qingsong Wen,
Chenghao Liu
,
Shirui Pan
The 11th Mining and Learning from Time Series (MILETS): From Classical Methods to LLMs
SIGKDD 2025 ·
Sanjay Purushotham
,
Dongjin Song
, Qingsong Wen,
Jun Huan
,
Yuxuan Liang
,
Cong Shen
,
Stefan Zohren
,
Yuriy Nevmyvaka
The 3rd Workshop on AI Agent for Information Retrieval: Generating and Ranking
WWW 2025 · Qingsong Wen,
Yongfeng Zhang
,
Zhiwei Liu
,
Julian J. McAuley
,
Hua Wei
,
Linsey Pang
,
Wei Liu
,
Philip S. Yu
The 4th Workshop on AI Agent for Information Retrieval: Generating and Ranking
SIGKDD 2025 · Qingsong Wen,
Yongfeng Zhang
,
Zhiwei Liu
,
Julian J. McAuley
,
Hua Wei
,
Linsey Pang
,
Wei Liu
,
Philip S. Yu
The Eye of Sherlock Holmes: Uncovering User Private Attribute Profiling via Vision-Language Model Agentic Framework
ACM MM 2025 ·
Feiran Liu
,
Yuzhe Zhang
,
Xinyi Huang
,
Yinan Peng
,
Xinfeng Li
,
Lixu Wang
,
Yutong Shen
,
Ranjie Duan
,
Simeng Qin
,
Xiaojun Jia
, Qingsong Wen,
Wei Dong
The International Workshop on Spatio-Temporal Data Mining from the Web
WWW 2025 ·
Yuxuan Liang
,
Hao Xue
,
Ming Jin
,
Flora Salim
, Qingsong Wen,
Yong Li
,
Roger Zimmermann
,
Yu Zheng
The Workshop of Artificial Intelligence for Web-Centric Time Series Analysis (AI4TS): Theory, Algorithms, and Applications
WWW 2025 ·
Ming Jin
,
Mahsa Salehi
,
Yuxuan Liang
,
Dongjin Song
,
Flora Salim
,
Min Wu
,
Shirui Pan
, Qingsong Wen
Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
ACL 2025 ·
Yaxuan Kong
,
Yiyuan Yang
,
Yoontae Hwang
,
Wenjie Du
,
Stefan Zohren
,
Zhangyang Wang
,
Ming Jin
, Qingsong Wen
Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts
ICLR 2025 ·
Xiaoming Shi
,
Shiyu Wang
,
Yuqi Nie
,
Dianqi Li
,
Zhou Ye
, Qingsong Wen,
Ming Jin
Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting
ICML 2025 ·
Siru Zhong
,
Weilin Ruan
,
Ming Jin
,
Huan Li
, Qingsong Wen,
Yuxuan Liang
UniEDU: Toward Unified and Efficient Large Multimodal Models for Educational Tasks
EMNLP 2025 ·
Zhendong Chu
,
Jian Xie
,
Shen Wang
,
Zichao Wang
, Qingsong Wen
Unlocking the Power of LSTM for Long Term Time Series Forecasting
AAAI 2025 ·
Yaxuan Kong
,
Zepu Wang
,
Yuqi Nie
,
Tian Zhou
,
Stefan Zohren
,
Yuxuan Liang
,
Peng Sun
, Qingsong Wen
UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction
AAAI 2025 ·
Xixuan Hao
,
Wei Chen
,
Yibo Yan
,
Siru Zhong
,
Kun Wang
, Qingsong Wen,
Yuxuan Liang
AI Agent for Information Retrieval: Generating and Ranking
CIKM 2024 ·
Yongfeng Zhang
,
Zhiwei Liu
, Qingsong Wen,
Linsey Pang
,
Wei Liu
,
Philip S. Yu
AI for Education (AI4EDU): Advancing Personalized Education with LLM and Adaptive Learning
SIGKDD 2024 · Qingsong Wen,
Jing Liang
,
Carles Sierra
,
Rose Luckin
,
Richard Jiarui Tong
,
Zitao Liu
,
Peng Cui
,
Jiliang Tang
Advancing Multivariate Time Series Anomaly Detection: A Comprehensive Benchmark with Real-World Data from Alibaba Cloud
CIKM 2024 ·
Chaoli Zhang
,
Yingying Zhang
,
Lanshu Peng
, Qingsong Wen,
Yiyuan Yang
,
Chong-Jiong Fan
,
Minqi Jiang
,
Lunting Fan
,
Liang Sun
Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective
NeurIPS 2024 ·
Jiaxi Hu
,
Yuehong Hu
,
Wei Chen
,
Ming Jin
,
Shirui Pan
, Qingsong Wen,
Yuxuan Liang
AutoSurvey: Large Language Models Can Automatically Write Surveys
NeurIPS 2024 ·
Yidong Wang
,
Qi Guo
,
Wenjin Yao
,
Hongbo Zhang
,
Xin Zhang
,
Zhen Wu
,
Meishan Zhang
,
Xinyu Dai
,
Min Zhang
, Qingsong Wen,
Wei Ye
,
Shikun Zhang
,
Yue Zhang
BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition
ICML 2024 ·
Shikai Fang
, Qingsong Wen,
Yingtao Luo
,
Shandian Zhe
,
Liang Sun
CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting
ICLR 2024 ·
Xue Wang
,
Tian Zhou
, Qingsong Wen,
Jinyang Gao
,
Bolin Ding
,
Rong Jin
Cluster-Wide Task Slowdown Detection in Cloud System
SIGKDD 2024 ·
Feiyi Chen
,
Yingying Zhang
,
Lunting Fan
,
Yuxuan Liang
,
Guansong Pang
, Qingsong Wen,
Shuiguang Deng
CulturePark: Boosting Cross-cultural Understanding in Large Language Models
NeurIPS 2024 ·
Cheng Li
,
Damien Teney
,
Linyi Yang
, Qingsong Wen,
Xing Xie
,
Jindong Wang
EasyTPP: Towards Open Benchmarking Temporal Point Processes
ICLR 2024 ·
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
Explaining Time Series via Contrastive and Locally Sparse Perturbations
ICLR 2024 ·
Zichuan Liu
,
Yingying Zhang
,
Tianchun Wang
,
Zefan Wang
,
Dongsheng Luo
,
Mengnan Du
,
Min Wu
,
Yi Wang
,
Chunlin Chen
,
Lunting Fan
, Qingsong Wen
Foundation Models for Time Series Analysis: A Tutorial and Survey
SIGKDD 2024 ·
Yuxuan Liang
,
Haomin Wen
,
Yuqi Nie
,
Yushan Jiang
,
Ming Jin
,
Dongjin Song
,
Shirui Pan
, Qingsong Wen
Generative Semi-supervised Graph Anomaly Detection
NeurIPS 2024 ·
Hezhe Qiao
, Qingsong Wen,
Xiaoli Li
,
Ee-Peng Lim
,
Guansong Pang
Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting
SIGKDD 2024 ·
Zheng Dong
,
Renhe Jiang
,
Haotian Gao
,
Hangchen Liu
,
Jinliang Deng
, Qingsong Wen,
Xuan Song
HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling with Self-Distillation for Long-Term Forecasting
CIKM 2024 ·
Shubao Zhao
,
Ming Jin
,
Zhaoxiang Hou
,
Chengyi Yang
,
Zengxiang Li
, Qingsong Wen,
Yi Wang
LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection
WWW 2024 ·
Feiyi Chen
,
Zhen Qin
,
Mengchu Zhou
,
Yingying Zhang
,
Shuiguang Deng
,
Lunting Fan
,
Guansong Pang
, Qingsong Wen
Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection
ICDE 2024 ·
Feiyi Chen
,
Yingying Zhang
,
Zhen Qin
,
Lunting Fan
,
Renhe Jiang
,
Yuxuan Liang
, Qingsong Wen,
Shuiguang Deng
LogParser-LLM: Advancing Efficient Log Parsing with Large Language Models
SIGKDD 2024 ·
Aoxiao Zhong
,
Dengyao Mo
,
Guiyang Liu
,
Jinbu Liu
,
Qingda Lu
,
Qi Zhou
,
Jiesheng Wu
,
Quanzheng Li
, Qingsong Wen
Noise Matters: Cross Contrastive Learning for Flink Anomaly Detection
VLDB 2024 ·
Zhihao Zhuang
,
Yingying Zhang
,
Kai Zhao
,
Chenjuan Guo
,
Bin Yang
, Qingsong Wen,
Lunting Fan
Online GNN Evaluation Under Test-time Graph Distribution Shifts
ICLR 2024 ·
Xin Zheng
,
Dongjin Song
, Qingsong Wen,
Bo Du
,
Shirui Pan
Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
ICLR 2024 ·
Peng Chen
,
Yingying Zhang
,
Yunyao Cheng
,
Yang Shu
,
Yihang Wang
, Qingsong Wen,
Bin Yang
,
Chenjuan Guo
Position: What Can Large Language Models Tell Us about Time Series Analysis
ICML 2024 ·
Ming Jin
,
Yifan Zhang
,
Wei Chen
,
Kexin Zhang
,
Yuxuan Liang
,
Bin Yang
,
Jindong Wang
,
Shirui Pan
, Qingsong Wen
Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach
IJCAI 2024 ·
Huaiwu Zhang
,
Yutong Xia
,
Siru Zhong
,
Kun Wang
,
Zekun Tong
, Qingsong Wen,
Roger Zimmermann
,
Yuxuan Liang
RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation
EMNLP 2024 ·
Xuanwang Zhang
,
Yunze Song
,
Yidong Wang
,
Shuyun Tang
,
Xinfeng Li
,
Zhengran Zeng
,
Zhen Wu
,
Wei Ye
,
Wenyuan Xu
,
Yue Zhang
,
Xinyu Dai
,
Shikun Zhang
, Qingsong Wen
RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models
CIKM 2024 ·
Zefan Wang
,
Zichuan Liu
,
Yingying Zhang
,
Aoxiao Zhong
,
Jihong Wang
,
Fengbin Yin
,
Lunting Fan
,
Lingfei Wu
, Qingsong Wen
RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems
VLDB 2024 ·
Biao Ouyang
,
Yingying Zhang
,
Hanyin Cheng
,
Yang Shu
,
Chenjuan Guo
,
Bin Yang
, Qingsong Wen,
Lunting Fan
,
Christian S. Jensen
RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies
ICLR 2024 ·
Hao Cheng
, Qingsong Wen,
Yang Liu
,
Liang Sun
Stable Synthetic Control with Anomaly Detection for Causal Inference
SDM 2024 ·
Qiang Li
,
Yiqiao Sun
,
Linsey Pang
,
Liang Sun
, Qingsong Wen
Task-oriented Time Series Imputation Evaluation via Generalized Representers
NeurIPS 2024 ·
Zhixian Wang
,
Linxiao Yang
,
Liang Sun
, Qingsong Wen,
Yi Wang
The 10th Mining and Learning from Time Series Workshop: From Classical Methods to LLMs
SIGKDD 2024 ·
Sanjay Purushotham
,
Dongjin Song
, Qingsong Wen,
Jun Huan
,
Cong Shen
,
Stefan Zohren
,
Yuriy Nevmyvaka
Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting
NeurIPS 2024 ·
Qingxiang Liu
,
Xu Liu
,
Chenghao Liu
, Qingsong Wen,
Yuxuan Liang
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
ICLR 2024 ·
Ming Jin
,
Shiyu Wang
,
Lintao Ma
,
Zhixuan Chu
,
James Y. Zhang
,
Xiaoming Shi
,
Pin-Yu Chen
,
Yuxuan Liang
,
Yuan-Fang Li
,
Shirui Pan
, Qingsong Wen
Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis
NeurIPS 2024 ·
Haoxin Liu
,
Shangqing Xu
,
Zhiyuan Zhao
,
Lingkai Kong
,
Harshavardhan Kamarthi
,
Aditya B. Sasanur
,
Megha Sharma
,
Jiaming Cui
, Qingsong Wen,
Chao Zhang
,
B. Aditya Prakash
UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web
WWW 2024 ·
Yibo Yan
,
Haomin Wen
,
Siru Zhong
,
Wei Chen
,
Haodong Chen
, Qingsong Wen,
Roger Zimmermann
,
Yuxuan Liang