Lintao Ma

15 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ICLR ×4 AAAI ×3 ACL ×2 ACM MM ×1 CIKM ×1 EMNLP ×1 ICDE ×1 NeurIPS ×1 WWW ×1

Frequent coauthors

Jun Zhou

×6

Xingyu Lu

×5

James Y. Zhang

×5

Yu Liu

×4

Shiyu Wang

×4

Jie Sun

×3

Jiancan Wu

×3

Xiang Wang

×3

Zhibo Zhu

×3

Zikai Song

×3

Run Luo

×3

Wei Yang

×3

Papers

Macro-Micro Collaborative Learning for Logical Data Center Microservice Indicators Forecasting
WWW 2026 ·
Mohan Gao
,
Zhemeng Yu
,
Yang Luo
, Lintao Ma,
Yinbo Sun
,
Yuchen Fang
,
Xiaofeng Gao
SepSeq: A Training-Free Framework for Long Numerical Sequence Processing in LLMs
ACL 2026 ·
Jie Sun
,
Yu Liu
,
Lu Han
,
Qiwen Deng
,
Xiang Shu
,
Yang Xiao
, Lintao Ma,
Xingyu Lu
,
Jun Zhou
,
Pengfei Liu
,
Jiancan Wu
,
Xiang Wang
Tackling Workload Forecasting Challenges with an Offline-Online Dynamic Framework
ICDE 2026 ·
Jian Jiang
,
Yu Liu
,
Jia Li
,
Lu Han
,
Wei Lu
,
Qiwen Deng
,
Zhibo Zhu
,
Xingyu Lu
, Lintao Ma
LaMP-Val: Large Language Models Empower Personalized Valuation in Auction
EMNLP 2025 ·
Jie Sun
,
Tianyu Zhang
,
Houcheng Jiang
,
Kexin Huang
,
Xiang Shu
,
Zhibo Zhu
, Lintao Ma,
Xingyu Lu
,
Jun Zhou
,
Junkang Wu
,
Chi Luo
,
An Zhang
,
Jiancan Wu
,
Xiang Wang
Robust Preference Optimization via Dynamic Target Margins
ACL 2025 ·
Jie Sun
,
Junkang Wu
,
Jiancan Wu
,
Zhibo Zhu
,
Xingyu Lu
,
Jun Zhou
, Lintao Ma,
Xiang Wang
TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
NeurIPS 2025 ·
Kanghui Ning
,
Zijie Pan
,
Yu Liu
,
Yushan Jiang
,
James Y. Zhang
,
Kashif Rasul
,
Anderson Schneider
, Lintao Ma,
Yuriy Nevmyvaka
,
Dongjin Song
Temporal Coherent Object Flow for Multi-Object Tracking
AAAI 2025 ·
Zikai Song
,
Run Luo
, Lintao Ma,
Ying Tang
,
Yi-Ping Phoebe Chen
,
Junqing Yu
,
Wei Yang
Autogenic Language Embedding for Coherent Point Tracking
ACM MM 2024 ·
Zikai Song
,
Ying Tang
,
Run Luo
, Lintao Ma,
Junqing Yu
,
Yi-Ping Phoebe Chen
,
Wei Yang
Continuous Invariance Learning
ICLR 2024 ·
Lin Yong
,
Fan Zhou
,
Lu Tan
, Lintao Ma,
Jianmeng Liu
,
Yansu He
,
Yuan Yuan
,
Yu Liu
,
James Y. Zhang
,
Yujiu Yang
,
Hao Wang
DiffusionTrack: Diffusion Model for Multi-Object Tracking
AAAI 2024 ·
Run Luo
,
Zikai Song
, Lintao Ma,
Jinlin Wei
,
Wei Yang
,
Min Yang
GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting
AAAI 2024 ·
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
Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting
CIKM 2024 ·
Shiyu Wang
,
Zhixuan Chu
,
Yinbo Sun
,
Yu Liu
,
Yuliang Guo
,
Yang Chen
,
Huiyang Jian
, Lintao Ma,
Xingyu Lu
,
Jun Zhou
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
TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting
ICLR 2024 ·
Shiyu Wang
,
Haixu Wu
,
Xiaoming Shi
,
Tengge Hu
,
Huakun Luo
, Lintao Ma,
James Y. Zhang
,
Jun Zhou
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
ICLR 2024 ·
Yong Liu
,
Tengge Hu
,
Haoran Zhang
,
Haixu Wu
,
Shiyu Wang
, Lintao Ma,
Mingsheng Long