Mengnan Du

2024

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Explainability for Large Language Models: A Survey.
Haiyan Zhao|Hanjie Chen|Fan Yang|Ninghao Liu|Huiqi Deng|Hengyi Cai|Shuaiqiang Wang|Dawei Yin|Mengnan Du
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 2
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LawLLM: Law Large Language Model for the US Legal System.
Dong Shu|Haoran Zhao|Xukun Liu|David Demeter|Mengnan Du|Yongfeng Zhang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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AI Driven Online Advertising: Market Design, Generative AI, and Ethics.
Fengxiang He|Mengnan Du|Aris Filos-Ratsikas|Lu Cheng|Qingquan Song|Min Lin|John Vines
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

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Attacking Neural Networks with Neural Networks: Towards Deep Synchronization for Backdoor Attacks.
Zihan Guan|Lichao Sun|Mengnan Du|Ninghao Liu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
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Exposing Model Theft: A Robust and Transferable Watermark for Thwarting Model Extraction Attacks.
Ruixiang Tang|Hongye Jin|Mengnan Du|Curtis Wigington|Rajiv Jain|Xia Hu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

2021

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Mitigating Gender Bias in Captioning Systems.
Ruixiang Tang|Mengnan Du|Yuening Li|Zirui Liu|Na Zou|Xia Hu
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

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Towards Generalizable Deepfake Detection with Locality-aware AutoEncoder.
Mengnan Du|Shiva K. Pentyala|Yuening Li|Xia Hu
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

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SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks.
Yuening Li|Xiao Huang|Jundong Li|Mengnan Du|Na Zou
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
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Representation Interpretation with Spatial Encoding and Multimodal Analytics.
Ninghao Liu|Mengnan Du|Xia Hu
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019
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On Attribution of Recurrent Neural Network Predictions via Additive Decomposition.
Mengnan Du|Ninghao Liu|Fan Yang|Shuiwang Ji|Xia Hu
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
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XFake: Explainable Fake News Detector with Visualizations.
Fan Yang|Shiva K. Pentyala|Sina Mohseni|Mengnan Du|Hao Yuan|Rhema Linder|Eric D. Ragan|Shuiwang Ji|Xia (Ben) Hu
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019