Targeted Adversarial Self-Supervised Learning. - Minseon Kim; Hyeonjeong Ha; Sooel Son; Sung Ju Hwang (CoRR, 2022)

Few-shot Transferable Robust Representation Learning via Bilevel Attacks. - Minseon Kim; Hyeonjeong Ha; Sung Ju Hwang (CoRR, 2022)

Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations. - Hyeonjeong Ha; Minseon Kim; Sung Ju Hwang (NeurIPS, 2023)

Effective Targeted Attacks for Adversarial Self-Supervised Learning. - Minseon Kim; Hyeonjeong Ha; Sooel Son; Sung Ju Hwang (NeurIPS, 2023)

SYNTHIA: Novel Concept Design with Affordance Composition. - Hyeonjeong Ha; Xiaomeng Jin; Jeonghwan Kim; Jiateng Liu; Zhenhailong Wang; Khanh Duy Nguyen; Ansel Blume; Nanyun Peng 001; Kai-Wei Chang; Heng Ji 001 (ACL (1), 2025)

MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks. - Hyeonjeong Ha; Qiusi Zhan; Jeonghwan Kim; Dimitrios Bralios; Saikrishna Sanniboina; Nanyun Peng 001; Kai-Wei Chang; Daniel Kang; Heng Ji 001 (CoRR, 2025)

Must Read: A Systematic Survey of Computational Persuasion. - Nimet Beyza Bozdag; Shuhaib Mehri; Xiaocheng Yang; Hyeonjeong Ha; Zirui Cheng; Esin Durmus; Jiaxuan You; Heng Ji 001; Gokhan Tur; Dilek Hakkani-Tür (CoRR, 2025)

PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding. - Ansel Blume; Jeonghwan Kim; Hyeonjeong Ha; Elen Chatikyan; Xiaomeng Jin; Khanh Duy Nguyen; Nanyun Peng 001; Kai-Wei Chang; Derek Hoiem; Heng Ji 001 (CoRR, 2025)

Energy-Based Transformers are Scalable Learners and Thinkers. - Alexi Gladstone; Ganesh Nanduru; Md Mofijul Islam; Peixuan Han; Hyeonjeong Ha; Aman Chadha; Yilun Du; Heng Ji 001; Jundong Li; Tariq Iqbal (CoRR, 2025)

Perception-Aware Policy Optimization for Multimodal Reasoning. - Zhenhailong Wang; Xuehang Guo; Sofia Stoica; Haiyang Xu 001; Hongru Wang 011; Hyeonjeong Ha; Xiusi Chen; Yangyi Chen; Ming Yan 008; Fei Huang 002; Heng Ji 001 (CoRR, 2025)