Publications

Show All Papers

• 

  14. A2D: Any-Order, Any-Step Safety Alignment for Diffusion Language Models
  Wonje Jeung*, Sangyeon Yoon*, Yoonjun Cho, Dongjae Jeon, Sangwoo Shin, Hyesoo Hong, Albert No
  UNDER REVIEW, 2026
• 

  13. DUSK: Do not unlearn shared knowledge
  Wonje Jeung*, Sangyeon Yoon*, Hyesoo Hong, Soeun Kim, Seungju Han, Youngjae Yu, Albert No
  UNDER REVIEW, 2026 [pdf] [website]
• 

  12. Rethinking Benign Relearning: Syntax as the Hidden Driver of Unlearning Failures
  Sangyeon Yoon, Hyesoo Hong, Wonje Jeung, Albert No
  UNDER REVIEW, 2026
• 

  11. Rainbow Padding: Mitigating Early Termination in Instruction-Tuned Diffusion LLMs
  BumJun Kim*, Dongjae Jeon*, Dueun Kim*, Wonje Jeung, Albert No
  UNDER REVIEW, 2026
• 

  10. An Information Theoretic Metric for Evaluating Unlearning Models
  Dongjae Jeon*, Wonje Jeung*, Taeheon Kim, Albert No, Jonghyun Choi
  UNDER REVIEW, 2026 [pdf]
• 

  9. SAFEPATH: Preventing Harmful Reasoning in Chain-of-Thought via Early Alignment
  Wonje Jeung, Sangyeon Yoon, Minsuk Kahng, Albert No
  NeurIPS, 2025 [pdf] [website]
• 

  8. R-TOFU: Unlearning in Large Reasoning Models
  Sangyeon Yoon, Wonje Jeung, Albert No
  EMNLP (Main), 2025 [pdf] [website]
• 

  7. SEPS: A Separability Measure for Robust Unlearning in LLMs
  Wonje Jeung*, Sanyeon Yoon*, Albert No
  EMNLP (Main), 2025 [pdf]
• 

  6. Representation Bending for Large Language Model Safety
  Ashkan Yousefpour*, Taeheon Kim*, Ryan Sungmo Kwon, Seungbeen Lee, Wonje Jeung, Seungju Han, Alvin Wan, Harrison Ngan, Youngjae Yu, Jonghyun Choi
  ACL (Main), 2025 [pdf]
• 

  5. Adversarial Sample-Based Approach for Tighter Privacy Auditing in Final Model-Only Scenarios
  Sangyeon Yoon*, Wonje Jeung*, Albert No
  NeurIPS WORKSHOP (SFLLM), 2024 [pdf]
• 

  4. Large Language Models Still Exhibit Bias in Long Text
  Wonje Jeung, Dongjae Jeon, Ashkan Yousefpour, Jonghyun Choi
  ACL (Findings), 2025 [pdf]
• 

  3. Multi-Level Knowledge Distillation and Dynamic Self-Supervised Learning for Continual Learning
  SNUMPR TEAM
  Technical Report, 5th CLVISION Challenge (Second Place), CVPR, 2024 [pdf]
• 

  2. ReALFRED: An Embodied Instruction Following Benchmark in Photo-Realistic Environments
  Taewoong Kim*, Cheolhong Min*, Byeonghwi Kim, Jinyeon Kim, Wonje Jeung, Jonghyun Choi
  ECCV, 2024 [pdf]
• 

  1. Learning Equi-angular Representations for Online Continual Learning
  Minhyuk Seo, Hyunseo Koh, Wonje Jeung, Minjae Lee, San Kim, Hankook Lee, Sungjun Cho, Sungik Choi, Hyunwoo Kim, Jonghyun Choi
  CVPR, 2024 [pdf]