PPaperPicks

Tsung-Yi Ho

Chinese University of Hong Kong, Hong Kong, SAR, China

20 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7348-5625 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×6AAAI ×4ACL ×4ICLR ×3CVPR ×1ICML ×1MICCAI ×1

Frequent coauthors

Pin-Yu Chen
×15
Zaitang Li
×3
Chen Xiong
×3
Lei Hsiung
×3
Xiaomeng Hu
×3
Bei Yu
×2
Yijun Yang
×2
Qiang Xu
×2
Sheng-Yen Chou
×2
Zihao Wang
×1
Rui Zhu
×1
Jingwei Xiong
×1

Papers

  1. GRE Score: Generative Risk Evaluation for Large Language Models
    ACL 2026 ·
    Zaitang Li
    ,
    Pin-Yu Chen
    , Tsung-Yi Ho
  2. Hey, That's My Data! Token-Only Dataset Inference in Large Language Models
    ACL 2026 ·
    Chen Xiong
    ,
    Zihao Wang
    ,
    Rui Zhu
    , Tsung-Yi Ho,
    Pin-Yu Chen
    ,
    Jingwei Xiong
    ,
    Haixu Tang
  3. KCLNet: Electrically Equivalence-Oriented Graph Representation Learning for Analog Circuits
    AAAI 2026 ·
    Peng Xu
    ,
    Yapeng Li
    ,
    Tinghuan Chen
    , Tsung-Yi Ho,
    Bei Yu
  4. Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
    ACL 2026 ·
    Lei Hsiung
    ,
    Tianyu Pang
    ,
    Yung-Chen Tang
    ,
    Linyue Song
    , Tsung-Yi Ho,
    Pin-Yu Chen
    ,
    Yaoqing Yang
  5. CARE: Decoding-Time Safety Alignment via Rollback and Introspection Intervention
    NeurIPS 2025 ·
    Xiaomeng Hu
    ,
    Fei Huang
    ,
    Chenhan Yuan
    ,
    Junyang Lin
    , Tsung-Yi Ho
  6. CoP: Agentic Red-teaming for Large Language Models using Composition of Principles
    NeurIPS 2025 ·
    Chen Xiong
    ,
    Pin-Yu Chen
    , Tsung-Yi Ho
  7. Defensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak Attacks
    ACL 2025 ·
    Chen Xiong
    ,
    Xiangyu Qi
    ,
    Pin-Yu Chen
    , Tsung-Yi Ho
  8. PermLLM: Learnable Channel Permutation for N: M Sparse Large Language Models
    NeurIPS 2025 ·
    Lancheng Zou
    ,
    Shuo Yin
    ,
    Zehua Pei
    , Tsung-Yi Ho,
    Farzan Farnia
    ,
    Bei Yu
  9. Retention Score: Quantifying Jailbreak Risks for Vision Language Models
    AAAI 2025 ·
    Zaitang Li
    ,
    Pin-Yu Chen
    , Tsung-Yi Ho
  10. Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models
    AAAI 2025 ·
    Xiaomeng Hu
    ,
    Pin-Yu Chen
    , Tsung-Yi Ho
  11. Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis
    MICCAI 2024 ·
    Qingpeng Kong
    ,
    Ching-Hao Chiu
    ,
    Dewen Zeng
    ,
    Yu-Jen Chen
    , Tsung-Yi Ho,
    Jingtong Hu
    ,
    Yiyu Shi
  12. AutoVP: An Automated Visual Prompting Framework and Benchmark
    ICLR 2024 ·
    Hsi-Ai Tsao
    ,
    Lei Hsiung
    ,
    Pin-Yu Chen
    ,
    Si Liu
    , Tsung-Yi Ho
  13. Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning
    ICML 2024 ·
    Zhiyuan He
    ,
    Yijun Yang
    ,
    Pin-Yu Chen
    ,
    Qiang Xu
    , Tsung-Yi Ho
  14. Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
    AAAI 2024 ·
    Shengwei An
    ,
    Sheng-Yen Chou
    ,
    Kaiyuan Zhang
    ,
    Qiuling Xu
    ,
    Guanhong Tao
    ,
    Guangyu Shen
    ,
    Siyuan Cheng
    ,
    Shiqing Ma
    ,
    Pin-Yu Chen
    , Tsung-Yi Ho,
    Xiangyu Zhang
  15. GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
    NeurIPS 2024 ·
    Zaitang Li
    ,
    Pin-Yu Chen
    , Tsung-Yi Ho
  16. Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
    NeurIPS 2024 ·
    Xiaomeng Hu
    ,
    Pin-Yu Chen
    , Tsung-Yi Ho
  17. MMA-Diffusion: MultiModal Attack on Diffusion Models
    CVPR 2024 ·
    Yijun Yang
    ,
    Ruiyuan Gao
    ,
    Xiaosen Wang
    , Tsung-Yi Ho,
    Nan Xu
    ,
    Qiang Xu
  18. NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
    NeurIPS 2024 ·
    Hao-Lun Sun
    ,
    Lei Hsiung
    ,
    Nandhini Chandramoorthy
    ,
    Pin-Yu Chen
    , Tsung-Yi Ho
  19. Rethinking Backdoor Attacks on Dataset Distillation: A Kernel Method Perspective
    ICLR 2024 ·
    Ming-Yu Chung
    ,
    Sheng-Yen Chou
    ,
    Chia-Mu Yu
    ,
    Pin-Yu Chen
    ,
    Sy-Yen Kuo
    , Tsung-Yi Ho
  20. The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models
    ICLR 2024 ·
    Yan Liu
    ,
    Yu Liu
    ,
    Xiaokang Chen
    ,
    Pin-Yu Chen
    ,
    Daoguang Zan
    ,
    Min-Yen Kan
    , Tsung-Yi Ho