Xiaomeng Jin

25 papers A* 3B 1Journal 13Unranked 8
YearRankTypeTitle / Venue / Authors
2025 A* conf
Contrastive Visual Data Augmentation.
ICML
Yu Zhou, Bingxuan Li, Mohan Tang, Xiaomeng Jin, Te-Lin Wu, Kuan-Hao Huang, Heng Ji, Kai-Wei Chang, Nanyun Peng
2025 J jnl
Contrastive Visual Data Augmentation.
CoRR
Yu Zhou, Bingxuan Li, Mohan Tang, Xiaomeng Jin, Te-Lin Wu, Kuan-Hao Huang, Heng Ji, Kai-Wei Chang, Nanyun Peng
2025 — conf
LUME: LLM Unlearning with Multitask Evaluations.
EMNLP (Findings)
Anil Ramakrishna, Yixin Wan, Xiaomeng Jin, Kai-Wei Chang, Zhiqi Bu, Bhanukiran Vinzamuri, Volkan Cevher, Mingyi Hong, Rahul Gupta
2025 J jnl
LUME: LLM Unlearning with Multitask Evaluations.
CoRR
Anil Ramakrishna, Yixin Wan, Xiaomeng Jin, Kai-Wei Chang, Zhiqi Bu, Bhanukiran Vinzamuri, Volkan Cevher, Mingyi Hong, Rahul Gupta
2025 J jnl
PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding.
CoRR
Ansel Blume, Jeonghwan Kim, Hyeonjeong Ha, Elen Chatikyan, Xiaomeng Jin, Khanh Duy Nguyen, Nanyun Peng, Kai-Wei Chang, Derek Hoiem, Heng Ji
2025 J jnl
REAL: Realism Evaluation of Text-to-Image Generation Models for Effective Data Augmentation.
CoRR
Ran Li, Xiaomeng Jin, Heng Ji
2025 — conf
SYNTHIA: Novel Concept Design with Affordance Composition.
ACL (1)
Hyeonjeong Ha, Xiaomeng Jin, Jeonghwan Kim, Jiateng Liu, Zhenhailong Wang, Khanh Duy Nguyen, Ansel Blume, Nanyun Peng, Kai-Wei Chang, Heng Ji
2025 J jnl
SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models.
CoRR
Anil Ramakrishna, Yixin Wan, Xiaomeng Jin, Kai-Wei Chang, Zhiqi Bu, Bhanukiran Vinzamuri, Volkan Cevher, Mingyi Hong, Rahul Gupta
2025 J jnl
Synthia: Novel Concept Design with Affordance Composition.
CoRR
Xiaomeng Jin, Hyeonjeong Ha, Jeonghwan Kim, Jiateng Liu, Zhenhailong Wang, Khanh Duy Nguyen, Ansel Blume, Nanyun Peng, Kai-Wei Chang, Heng Ji
2025 — conf
Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate.
NAACL (Long Papers)
Xiaomeng Jin, Zhiqi Bu, Bhanukiran Vinzamuri, Anil Ramakrishna, Kai-Wei Chang, Volkan Cevher, Mingyi Hong
2024 J jnl
ARMADA: Attribute-Based Multimodal Data Augmentation.
CoRR
Xiaomeng Jin, Jeonghwan Kim, Yu Zhou, Kuan-Hao Huang, Te-Lin Wu, Nanyun Peng, Heng Ji
2024 A* conf
MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System.
ACM Multimedia
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
2024 — conf
Schema-based Data Augmentation for Event Extraction.
LREC/COLING
Xiaomeng Jin, Heng Ji
2024 J jnl
Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate.
CoRR
Zhiqi Bu, Xiaomeng Jin, Bhanukiran Vinzamuri, Anil Ramakrishna, Kai-Wei Chang, Volkan Cevher, Mingyi Hong
2023 — conf
Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions.
EMNLP (Findings)
Xiaomeng Jin, Bhanukiran Vinzamuri, Sriram Venkatapathy, Heng Ji, Pradeep Natarajan
2022 A* conf
Chemical-Reaction-Aware Molecule Representation Learning.
ICLR
Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han, Martin D. Burke
2022 — conf
Event Schema Induction with Double Graph Autoencoders.
NAACL-HLT
Xiaomeng Jin, Manling Li, Heng Ji
2021 J jnl
Chemical-Reaction-Aware Molecule Representation Learning.
CoRR
Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han, Martin D. Burke
2019 — conf
On the Sensitivity of Adversarial Robustness to Input Data Distributions.
CVPR Workshops
Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang
2019 — conf
On the Sensitivity of Adversarial Robustness to Input Data Distributions.
ICLR (Poster)
Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang
2019 J jnl
On the Sensitivity of Adversarial Robustness to Input Data Distributions.
CoRR
Gavin Weiguang Ding, Kry Yik Chau Lui, Xiaomeng Jin, Luyu Wang, Ruitong Huang
2019 J jnl
advertorch v0.1: An Adversarial Robustness Toolbox based on PyTorch.
CoRR
Gavin Weiguang Ding, Luyu Wang, Xiaomeng Jin
2018 B conf
Gender, confidence, and mark prediction in CS examinations.
ITiCSE
Brian Harrington, Shichong Peng, Xiaomeng Jin, Minhaz Khan
2018 J jnl
PCANet-Based Structural Representation for Nonrigid Multimodal Medical Image Registration.
Sensors
Xingxing Zhu, Mingyue Ding, Tao Huang, Xiaomeng Jin, Xuming Zhang
2015 J jnl
Geostationary Satellite Observation of Precipitable Water Vapor Using an Empirical Orthogonal Function (EOF) based Reconstruction Technique over Eastern China.
Remote. Sens.
Man Sing Wong, Xiaomeng Jin, Zhizhao Liu, Janet Elizabeth Nichol, Shirong Ye, Peng Jiang, Pak Wai Chan