Mingtian Tan

According to our database, Mingtian Tan authored at least 14 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

LEAF: A Living Benchmark for Event-Augmented Forecasting.

Mingtian Tan, Mihir Parmar, Palash Goyal, Chun-Liang Li, Nanyun Peng, Thomas Hartvigsen, Jinsung Yoon, Tomas Pfister

CoRR, May, 2026

Inferring Events from Time Series using Language Models.

Mingtian Tan, Mike A. Merrill, Zachary Gottesman, Tim Althoff, David Evans, Thomas Hartvigsen

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Toward Reasoning-Centric Time-Series Analysis.

Xinlei Wang, Mingtian Tan, Jing Qiu, Junhua Zhao, Jinjin Gu

CoRR, October, 2025

Inferring Event Descriptions from Time Series with Language Models.

Mingtian Tan, Mike A. Merrill, Zack Gottesman, Tim Althoff, David Evans, Tom Hartvigsen

CoRR, March, 2025

2024

Are Language Models Actually Useful for Time Series Forecasting?

Mingtian Tan, Mike A. Merrill, Vinayak Gupta, Tim Althoff, Tom Hartvigsen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Language Models Still Struggle to Zero-shot Reason about Time Series.

Mike A. Merrill, Mingtian Tan, Vinayak Gupta, Thomas Hartvigsen, Tim Althoff

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

A Somewhat Robust Image Watermark against Diffusion-based Editing Models.

Mingtian Tan, Tianhao Wang, Somesh Jha

CoRR, 2023

Backdoor Attack through Machine Unlearning.

Peixin Zhang, Jun Sun, Mingtian Tan, Xinyu Wang

CoRR, 2023

Mitigating Membership Inference Attacks via Weighted Smoothing.

Mingtian Tan, Xiaofei Xie, Jun Sun, Tianhao Wang

Proceedings of the Annual Computer Security Applications Conference, 2023

2022

Play the Imitation Game: Model Extraction Attack against Autonomous Driving Localization.

Qifan Zhang, Junjie Shen, Mingtian Tan, Zhe Zhou, Zhou Li, Qi Alfred Chen, Haipeng Zhang

Proceedings of the Annual Computer Security Applications Conference, 2022

2021

Invisible Probe: Timing Attacks with PCIe Congestion Side-channel.

Mingtian Tan, Junpeng Wan, Zhe Zhou, Zhou Li

Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021

The Many-faced God: Attacking Face Verification System with Embedding and Image Recovery.

Mingtian Tan, Zhe Zhou, Zhou Li

Proceedings of the ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6, 2021

2019

Embedding is not Cipher: Understanding the risk of embedding leakages.

Zhe Zhou, Mingtian Tan

CoRR, 2019

2018

A survey of practical adversarial example attacks.

Lu Sun, Mingtian Tan, Zhe Zhou

Cybersecur., 2018