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Xiaomeng Jin
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2020 – today
- 2024
- [c8]Xiaomeng Jin, Heng Ji:
Schema-based Data Augmentation for Event Extraction. LREC/COLING 2024: 14382-14392 - [c7]Ansel Blume
, Khanh Duy Nguyen
, Zhenhailong Wang
, Yangyi Chen
, Michal Shlapentokh-Rothman
, Xiaomeng Jin
, Jeonghwan Kim
, Zhen Zhu
, Jiateng Liu
, Kuan-Hao Huang
, Mankeerat Sidhu
, Xuanming Zhang
, Vivian Liu
, Raunak Sinha
, Te-Lin Wu
, Abhay Zala
, Elias Stengel-Eskin
, Da Yin
, Yao Xiao
, Utkarsh Mall
, Zhou Yu
, Kai-Wei Chang
, Camille Cobb
, Karrie Karahalios
, Lydia B. Chilton
, Mohit Bansal
, Nanyun Peng
, Carl Vondrick
, Derek Hoiem
, Heng Ji
:
MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System. ACM Multimedia 2024: 11252-11254 - [i5]Xiaomeng Jin, Jeonghwan Kim, Yu Zhou, Kuan-Hao Huang, Te-Lin Wu, Nanyun Peng, Heng Ji:
ARMADA: Attribute-Based Multimodal Data Augmentation. CoRR abs/2408.10086 (2024) - [i4]Zhiqi Bu, Xiaomeng Jin, Bhanukiran Vinzamuri, Anil Ramakrishna, Kai-Wei Chang, Volkan Cevher, Mingyi Hong:
Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate. CoRR abs/2410.22086 (2024) - 2023
- [c6]Xiaomeng Jin, Bhanukiran Vinzamuri, Sriram Venkatapathy, Heng Ji, Pradeep Natarajan:
Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions. EMNLP (Findings) 2023: 12437-12450 - 2022
- [c5]Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han, Martin D. Burke:
Chemical-Reaction-Aware Molecule Representation Learning. ICLR 2022 - [c4]Xiaomeng Jin, Manling Li, Heng Ji:
Event Schema Induction with Double Graph Autoencoders. NAACL-HLT 2022: 2013-2025 - 2021
- [i3]Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han, Martin D. Burke:
Chemical-Reaction-Aware Molecule Representation Learning. CoRR abs/2109.09888 (2021)
2010 – 2019
- 2019
- [c3]Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang:
On the Sensitivity of Adversarial Robustness to Input Data Distributions. CVPR Workshops 2019: 13-16 - [c2]Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang:
On the Sensitivity of Adversarial Robustness to Input Data Distributions. ICLR (Poster) 2019 - [i2]Gavin Weiguang Ding, Luyu Wang, Xiaomeng Jin:
advertorch v0.1: An Adversarial Robustness Toolbox based on PyTorch. CoRR abs/1902.07623 (2019) - [i1]Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang:
On the Sensitivity of Adversarial Robustness to Input Data Distributions. CoRR abs/1902.08336 (2019) - 2018
- [j2]Xingxing Zhu
, Mingyue Ding, Tao Huang, Xiaomeng Jin, Xuming Zhang
:
PCANet-Based Structural Representation for Nonrigid Multimodal Medical Image Registration. Sensors 18(5): 1477 (2018) - [c1]Brian Harrington, Shichong Peng, Xiaomeng Jin, Minhaz Khan:
Gender, confidence, and mark prediction in CS examinations. ITiCSE 2018: 230-235 - 2015
- [j1]Man Sing Wong
, Xiaomeng Jin
, Zhizhao Liu
, Janet Elizabeth Nichol
, Shirong Ye, Peng Jiang, Pak Wai Chan
:
Geostationary Satellite Observation of Precipitable Water Vapor Using an Empirical Orthogonal Function (EOF) based Reconstruction Technique over Eastern China. Remote. Sens. 7(5): 5879-5900 (2015)
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