PPaperPicks

Nenghai Yu

University of Science and Technology of China, Hefei, China

57 papers at tracked venues · 45 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-4417-9316 ↗Homepage ↗

Venues

AAAI ×10ACM MM ×6NeurIPS ×6ACL ×4CVPR ×4EMNLP ×4ICCV ×4ICML ×3CCS ×2IJCAI ×2NAACL ×2NDSS ×2ASE ×1ASIACRYPT ×1ECCV ×1ESORICS ×1FSE ×1ICLR ×1ICSME ×1S&P ×1

Frequent coauthors

Weiming Zhang
×36
Kejiang Chen
×17
Qi Chu
×16
Tao Gong
×12
Bin Liu
×11
Xiuwei Shang
×9
Jie Zhang
×9
Zhentao Tan
×8
Wenbo Zhou
×7
Tianwei Zhang
×6
Han Fang
×6
Tianyi Wei
×5

Papers

  1. Breaking the Generative Steganography Trilemma: ANStega for Optimal Capacity, Efficiency, and Security
    NDSS 2026 ·
    Yaofei Wang
    ,
    Weilong Pang
    ,
    Kejiang Chen
    ,
    Jinyang Ding
    ,
    Donghui Hu
    ,
    Weiming Zhang
    , Nenghai Yu
  2. DualCodeDetect: Zero-Shot LLM-Generated Code Detection via Dual-Channel Perturbation
    FSE 2026 ·
    Zhengdao Li
    ,
    Xiuwei Shang
    ,
    Zhenkan Fu
    ,
    Shikai Guo
    ,
    Weiming Zhang
    , Nenghai Yu,
    Kejiang Chen
  3. EARG-Net: Edge-Aware Reconstruction-Guided Network for Image Manipulation Detection and Localization
    AAAI 2026 ·
    Yanpu Yu
    ,
    Zhaoxin Shi
    ,
    Hanqing Zhao
    ,
    Tianyi Wei
    ,
    Wenbo Zhou
    , Nenghai Yu
  4. MagicPaint: Operate Anything for Image Inpainting with Diffusion Model
    AAAI 2026 ·
    Qinhong Yang
    ,
    Dongdong Chen
    ,
    Qi Chu
    ,
    Tao Gong
    ,
    Qiankun Liu
    ,
    Zhentao Tan
    ,
    Xulin Li
    ,
    Huamin Feng
    , Nenghai Yu
  5. When Agents Look the Same: Quantifying Distillation-Induced Similarity in Tool-Use Behaviors
    ACL 2026 ·
    Chenghao Yang
    ,
    Yuning Zhang
    ,
    Zhoufutu Wen
    ,
    Tao Gong
    ,
    Jiaheng Liu
    ,
    Qi Chu
    , Nenghai Yu
  6. A Construction of Evolving k-Threshold Secret Sharing Scheme over A Polynomial Ring
    ASIACRYPT 2025 ·
    Qi Cheng
    ,
    Hongru Cao
    ,
    Sian-Jheng Lin
    , Nenghai Yu,
    Yunghsiang S. Han
    ,
    Xianhong Xie
  7. BinMetric: A Comprehensive Binary Code Analysis Benchmark for Large Language Models
    IJCAI 2025 ·
    Xiuwei Shang
    ,
    Guoqiang Chen
    ,
    Shaoyin Cheng
    ,
    Benlong Wu
    ,
    Li Hu
    ,
    Gangyang Li
    ,
    Weiming Zhang
    , Nenghai Yu
  8. CamLopa: A Hidden Wireless Camera Localization Framework via Signal Propagation Path Analysis
    S&P 2025 ·
    Xiang Zhang
    ,
    Jie Zhang
    ,
    Zehua Ma
    ,
    Jinyang Huang
    ,
    Meng Li
    ,
    Huan Yan
    ,
    Peng Zhao
    ,
    Zijian Zhang
    ,
    Bin Liu
    ,
    Qing Guo
    ,
    Tianwei Zhang
    , Nenghai Yu
  9. CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System
    ACL 2025 ·
    Li Hu
    ,
    Guoqiang Chen
    ,
    Xiuwei Shang
    ,
    Shaoyin Cheng
    ,
    Benlong Wu
    ,
    LiGangyang LiGangyang
    ,
    Xu Zhu
    ,
    Weiming Zhang
    , Nenghai Yu
  10. De-AntiFake: Rethinking the Protective Perturbations Against Voice Cloning Attacks
    ICML 2025 ·
    Wei Fan
    ,
    Kejiang Chen
    ,
    Chang Liu
    ,
    Weiming Zhang
    , Nenghai Yu
  11. Deciphering Cross-Modal Alignment in Large Vision-Language Models Via Modality Integration Rate
    ICCV 2025 ·
    Qidong Huang
    ,
    Xiaoyi Dong
    ,
    Pan Zhang
    ,
    Yuhang Zang
    ,
    Yuhang Cao
    ,
    Jiaqi Wang
    ,
    Weiming Zhang
    , Nenghai Yu
  12. EvoBench: Towards Real-world LLM-Generated Text Detection Benchmarking for Evolving Large Language Models
    ACL 2025 ·
    Xiao Yu
    ,
    Yi Yu
    ,
    Dongrui Liu
    ,
    Kejiang Chen
    ,
    Weiming Zhang
    , Nenghai Yu,
    Jing Shao
  13. FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation
    ICCV 2025 ·
    Tao Gong
    ,
    Qi Chu
    ,
    Bin Liu
    ,
    Wei Zhou
    , Nenghai Yu
  14. LD-RoViS: Training-free Robust Video Steganography for Deterministic Latent Diffusion Model
    NeurIPS 2025 ·
    Xiangkun Wang
    ,
    Kejiang Chen
    ,
    Lincong Li
    ,
    Weiming Zhang
    , Nenghai Yu
  15. MARS-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation
    EMNLP 2025 ·
    Chenghao Yang
    ,
    Yinbo Luo
    ,
    Zhoufutu Wen
    ,
    Qi Chu
    ,
    Tao Gong
    ,
    Longxiang Liu
    ,
    Kaiyuan Zhang
    ,
    Jianpeng Jiao
    ,
    Ge Zhang
    ,
    Wenhao Huang
    , Nenghai Yu
  16. MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG
    NAACL 2025 ·
    Pingyu Wu
    ,
    Daiheng Gao
    ,
    Jin Tang
    ,
    Huimin Chen
    ,
    Wenbo Zhou
    ,
    Weiming Zhang
    , Nenghai Yu
  17. MMPro: A Decoupled Perception-Thinking-Execution Framework for Secure GUI Agent
    ACM MM 2025 ·
    Benlong Wu
    ,
    Yuang Qi
    ,
    Xiuwei Shang
    ,
    Weiming Zhang
    , Nenghai Yu,
    Kejiang Chen
  18. Merging-Resistant Watermarking for LoRA Modules
    ACM MM 2025 ·
    Na Zhao
    ,
    Kejiang Chen
    ,
    Yuang Qi
    ,
    Kai Zeng
    ,
    Weiming Zhang
    , Nenghai Yu
  19. Mixture-of-Noises Enhanced Forgery-Aware Predictor for Multi-Face Manipulation Detection and Localization
    ACM MM 2025 ·
    Changtao Miao
    ,
    Qi Chu
    ,
    Tao Gong
    ,
    Zhentao Tan
    ,
    Zhenchao Jin
    ,
    Wanyi Zhuang
    ,
    Man Luo
    ,
    Honggang Hu
    , Nenghai Yu
  20. On the Vulnerability of Text Sanitization
    NAACL 2025 ·
    Meng Tong
    ,
    Kejiang Chen
    ,
    Xiaojian Yuan
    ,
    Jiayang Liu
    ,
    Weiming Zhang
    , Nenghai Yu,
    Jie Zhang
  21. PseudoFix: Refactoring Distorted Structures in Decompiled C Pseudocode
    ASE 2025 ·
    Gangyang Li
    ,
    Xiuwei Shang
    ,
    Shaoyin Cheng
    ,
    Junqi Zhang
    ,
    Li Hu
    ,
    Xu Zhu
    ,
    Weiming Zhang
    , Nenghai Yu
  22. Rethinking Masked Data Reconstruction Pretraining for Strong 3D Action Representation Learning
    AAAI 2025 ·
    Tao Gong
    ,
    Qi Chu
    ,
    Bin Liu
    , Nenghai Yu
  23. SQL Injection Jailbreak: A Structural Disaster of Large Language Models
    ACL 2025 ·
    Jiawei Zhao
    ,
    Kejiang Chen
    ,
    Weiming Zhang
    , Nenghai Yu
  24. STEAD: Robust Provably Secure Linguistic Steganography with Diffusion Language Model
    NeurIPS 2025 ·
    Yuang Qi
    ,
    Na Zhao
    ,
    Qiyi Yao
    ,
    Benlong Wu
    ,
    Weiming Zhang
    , Nenghai Yu,
    Kejiang Chen
  25. SafeGuider: Robust and Practical Content Safety Control for Text-to-Image Models
    CCS 2025 ·
    Peigui Qi
    ,
    Kunsheng Tang
    ,
    Wenbo Zhou
    ,
    Weiming Zhang
    , Nenghai Yu,
    Tianwei Zhang
    ,
    Qing Guo
    ,
    Jie Zhang
  26. Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling
    ICCV 2025 ·
    Chao Zhou
    ,
    Tianyi Wei
    , Nenghai Yu
  27. StegoZip: Enhancing Linguistic Steganography Payload in Practice with Large Language Models
    NeurIPS 2025 ·
    Jun Jiang
    ,
    Zijin Yang
    ,
    Weiming Zhang
    , Nenghai Yu,
    Kejiang Chen
  28. T2SMark: Balancing Robustness and Diversity in Noise-as-Watermark for Diffusion Models
    NeurIPS 2025 ·
    Jindong Yang
    ,
    Han Fang
    ,
    Weiming Zhang
    , Nenghai Yu,
    Kejiang Chen
  29. TAG-WM: Tamper-Aware Generative Image Watermarking via Diffusion Inversion Sensitivity
    ICCV 2025 ·
    Yuzhuo Chen
    ,
    Zehua Ma
    ,
    Han Fang
    ,
    Weiming Zhang
    , Nenghai Yu
  30. Towards Anytime Retrieval: A Benchmark for Anytime Person Re-Identification
    IJCAI 2025 ·
    Xulin Li
    ,
    Yan Lu
    ,
    Bin Liu
    ,
    Jiaze Li
    ,
    Qinhong Yang
    ,
    Tao Gong
    ,
    Qi Chu
    ,
    Mang Ye
    , Nenghai Yu
  31. Towards Good Generalizations for Diffusion Generated Image Detection Using Multiple Reconstruction Contrastive Learning
    ACM MM 2025 ·
    Wanyi Zhuang
    ,
    Qi Chu
    ,
    Tao Gong
    ,
    Changtao Miao
    , Nenghai Yu
  32. Training-free Open-Vocabulary Semantic Segmentation via Diverse Prototype Construction and Sub-region Matching
    AAAI 2025 ·
    Xuanpu Zhao
    ,
    Dianmo Sheng
    ,
    Zhentao Tan
    ,
    Zhiwei Zhao
    ,
    Tao Gong
    ,
    Qi Chu
    ,
    Bin Liu
    , Nenghai Yu
  33. UNICL-SAM: Uncertainty-Driven In-Context Segmentation with Part Prototype Discovery
    CVPR 2025 ·
    Dianmo Sheng
    ,
    Dongdong Chen
    ,
    Zhentao Tan
    ,
    Qiankun Liu
    ,
    Qi Chu
    ,
    Tao Gong
    ,
    Bin Liu
    ,
    Jing Han
    ,
    Wenbin Tu
    ,
    Shengwei Xu
    , Nenghai Yu
  34. Vector Database Watermarking
    NeurIPS 2025 ·
    Zhiwen Ren
    ,
    Wei Fan
    ,
    Qiyi Yao
    ,
    Jing Qiu
    ,
    Weiming Zhang
    , Nenghai Yu
  35. WelkIR: Flow-Sensitive Pre-trained Embeddings from Compiler IR for Vulnerability Detection
    ESORICS 2025 ·
    Hao Huang
    ,
    Xiuwei Shang
    ,
    Junqi Zhang
    ,
    Shaoyin Cheng
    ,
    Weiming Zhang
    , Nenghai Yu
  36. A Geometric Distortion Immunized Deep Watermarking Framework with Robustness Generalizability
    ECCV 2024 ·
    Linfeng Ma
    ,
    Han Fang
    ,
    Tianyi Wei
    ,
    Zijin Yang
    ,
    Zehua Ma
    ,
    Weiming Zhang
    , Nenghai Yu
  37. AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA
    ICML 2024 ·
    Weitao Feng
    ,
    Wenbo Zhou
    ,
    Jiyan He
    ,
    Jie Zhang
    ,
    Tianyi Wei
    ,
    Guanlin Li
    ,
    Tianwei Zhang
    ,
    Weiming Zhang
    , Nenghai Yu
  38. Boosting Vanilla Lightweight Vision Transformers via Re-parameterization
    ICLR 2024 ·
    Zhentao Tan
    ,
    Xiaodan Li
    ,
    Yue Wu
    ,
    Qi Chu
    ,
    Le Lu
    , Nenghai Yu,
    Jieping Ye
  39. DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection
    NeurIPS 2024 ·
    Xiao Yu
    ,
    Yuang Qi
    ,
    Kejiang Chen
    ,
    Guoqiang Chen
    ,
    Xi Yang
    ,
    Pengyuan Zhu
    ,
    Xiuwei Shang
    ,
    Weiming Zhang
    , Nenghai Yu
  40. Data-Free Hard-Label Robustness Stealing Attack
    AAAI 2024 ·
    Xiaojian Yuan
    ,
    Kejiang Chen
    ,
    Wen Huang
    ,
    Jie Zhang
    ,
    Weiming Zhang
    , Nenghai Yu
  41. Detecting Voice Cloning Attacks via Timbre Watermarking
    NDSS 2024 ·
    Chang Liu
    ,
    Jie Zhang
    ,
    Tianwei Zhang
    ,
    Xi Yang
    ,
    Weiming Zhang
    , Nenghai Yu
  42. FaceRSA: RSA-Aware Facial Identity Cryptography Framework
    AAAI 2024 ·
    Zhongyi Zhang
    ,
    Tianyi Wei
    ,
    Wenbo Zhou
    ,
    Hanqing Zhao
    ,
    Weiming Zhang
    , Nenghai Yu
  43. Gaussian Shading: Provable Performance-Lossless Image Watermarking for Diffusion Models
    CVPR 2024 ·
    Zijin Yang
    ,
    Kai Zeng
    ,
    Kejiang Chen
    ,
    Han Fang
    ,
    Weiming Zhang
    , Nenghai Yu
  44. GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models
    CCS 2024 ·
    Kunsheng Tang
    ,
    Wenbo Zhou
    ,
    Jie Zhang
    ,
    Aishan Liu
    ,
    Gelei Deng
    ,
    Shuai Li
    ,
    Peigui Qi
    ,
    Weiming Zhang
    ,
    Tianwei Zhang
    , Nenghai Yu
  45. How Far Have We Gone in Binary Code Understanding Using Large Language Models
    ICSME 2024 ·
    Xiuwei Shang
    ,
    Shaoyin Cheng
    ,
    Guoqiang Chen
    ,
    Yanming Zhang
    ,
    Li Hu
    ,
    Xiao Yu
    ,
    Gangyang Li
    ,
    Weiming Zhang
    , Nenghai Yu
  46. Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection
    EMNLP 2024 ·
    Tianxiang Chen
    ,
    Zhentao Tan
    ,
    Tao Gong
    ,
    Yue Wu
    ,
    Qi Chu
    ,
    Bin Liu
    ,
    Jieping Ye
    , Nenghai Yu
  47. Model X-ray: Detecting Backdoored Models via Decision Boundary
    ACM MM 2024 ·
    Yanghao Su
    ,
    Jie Zhang
    ,
    Ting Xu
    ,
    Tianwei Zhang
    ,
    Weiming Zhang
    , Nenghai Yu
  48. MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators
    AAAI 2024 ·
    Yaqi Zhang
    ,
    Di Huang
    ,
    Bin Liu
    ,
    Shixiang Tang
    ,
    Yan Lu
    ,
    Lu Chen
    ,
    Lei Bai
    ,
    Qi Chu
    , Nenghai Yu,
    Wanli Ouyang
  49. MuST: Robust Image Watermarking for Multi-Source Tracing
    AAAI 2024 ·
    Guanjie Wang
    ,
    Zehua Ma
    ,
    Chang Liu
    ,
    Xi Yang
    ,
    Han Fang
    ,
    Weiming Zhang
    , Nenghai Yu
  50. OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation
    CVPR 2024 ·
    Qidong Huang
    ,
    Xiaoyi Dong
    ,
    Pan Zhang
    ,
    Bin Wang
    ,
    Conghui He
    ,
    Jiaqi Wang
    ,
    Dahua Lin
    ,
    Weiming Zhang
    , Nenghai Yu
  51. ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws
    EMNLP 2024 ·
    Ruihang Li
    ,
    Yixuan Wei
    ,
    Miaosen Zhang
    , Nenghai Yu,
    Han Hu
    ,
    Houwen Peng
  52. SemGIR: Semantic-Guided Image Regeneration Based Method for AI-generated Image Detection and Attribution
    ACM MM 2024 ·
    Xiao Yu
    ,
    Kejiang Chen
    ,
    Kai Zeng
    ,
    Han Fang
    ,
    Zijin Yang
    ,
    Xiuwei Shang
    ,
    Yuang Qi
    ,
    Weiming Zhang
    , Nenghai Yu
  53. TCI-Former: Thermal Conduction-Inspired Transformer for Infrared Small Target Detection
    AAAI 2024 ·
    Tianxiang Chen
    ,
    Zhentao Tan
    ,
    Qi Chu
    ,
    Yue Wu
    ,
    Bin Liu
    , Nenghai Yu
  54. Text Fluoroscopy: Detecting LLM-Generated Text through Intrinsic Features
    EMNLP 2024 ·
    Xiao Yu
    ,
    Kejiang Chen
    ,
    Qi Yang
    ,
    Weiming Zhang
    , Nenghai Yu
  55. Towards More Unified In-Context Visual Understanding
    CVPR 2024 ·
    Dianmo Sheng
    ,
    Dongdong Chen
    ,
    Zhentao Tan
    ,
    Qiankun Liu
    ,
    Qi Chu
    ,
    Jianmin Bao
    ,
    Tao Gong
    ,
    Bin Liu
    ,
    Shengwei Xu
    , Nenghai Yu
  56. Transferable Facial Privacy Protection against Blind Face Restoration via Domain-Consistent Adversarial Obfuscation
    ICML 2024 ·
    Kui Zhang
    ,
    Hang Zhou
    ,
    Jie Zhang
    ,
    Wenbo Zhou
    ,
    Weiming Zhang
    , Nenghai Yu
  57. Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-identification
    AAAI 2024 ·
    Zhiwei Zhao
    ,
    Bin Liu
    ,
    Yan Lu
    ,
    Qi Chu
    , Nenghai Yu