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← Authors

Aishan Liu

29 papers · 2019–2026 · 10 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (6) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)
🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (49) 🀝 Dynamic Duo (16) πŸ† Grand Slam πŸ”¬ Deep Specialist (10) 🧬 Topic Evolution πŸš€ Conference Pioneer ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (109) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (25)

Conferences

CVPR (7) AAAI (6) ICLR (4) IJCAI (4) ECCV (2) ICML (2) ACL (1) EMNLP (1) ICCV (1) NIPS (1)

Top co-authors

Xianglong Liu (19) Siyuan Liang (11) Dacheng Tao (10) Yuqing Ma (7) Jiakai Wang (7) Haotong Qin (4) Yifu Ding (4) Xiaochun Cao (3) Shihao Bai (3) Qing Guo (2)

Research topics

Privacy (3)

Keywords

adversarial attack (4) backdoor attack (4) knowledge distillation (3) benchmark evaluation (3) large language model (3) object detection (2) jailbreak attack (2) adversarial training (2) few-shot learning (2) adversarial robustness (2) reinforcement learning (2) model security (2) trigger pattern (2) model compression (2) backdoor defense (2) adversarial learning (2) adversarial example (2) domain adaptation (1) domain generalization (1) metric learning (1)

Papers

CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models AAAI 2026 SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs AAAI 2026 Activation Manipulation Attack: Penetrating and Harmful Jailbreak Attack Against Large Vision-Language Models AAAI 2026 Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles AAAI 2026 CopyrightShield: Enhancing Diffusion Model Security Against Copyright Infringement Attacks ICCV 2025 ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ACL 2025 Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift CVPR 2025 Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models EMNLP 2025 BadRobot: Jailbreaking Embodied LLM Agents in the Physical World ICLR 2025 ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks ICML 2025 LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment NIPS 2024 BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning CVPR 2024 Byzantine Robust Cooperative Multi-Agent Reinforcement Learning as a Bayesian Game ICLR 2024 Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection ICLR 2024 FAIRER: Fairness as Decision Rationale Alignment ICML 2023 Improving Robust Fariness via Balance Adversarial Training AAAI 2023 Fairness via Group Contribution Matching IJCAI 2023 Exploring the Relationship Between Architectural Design and Adversarially Robust Generalization CVPR 2023 Towards Benchmarking and Assessing Visual Naturalness of Physical World Adversarial Attacks CVPR 2023 Exploring Endogenous Shift for Cross-Domain Detection: A Large-Scale Benchmark and Perturbation Suppression Network CVPR 2022 BiBERT: Accurate Fully Binarized BERT ICLR 2022 Defensive Patches for Robust Recognition in the Physical World CVPR 2022 Dual Attention Suppression Attack: Generate Adversarial Camouflage in Physical World CVPR 2021 Few-shot Visual Learning with Contextual Memory and Fine-grained Calibration IJCAI 2020 Bias-based Universal Adversarial Patch Attack for Automatic Check-out ECCV 2020 Transductive Relation-Propagation Network for Few-shot Learning IJCAI 2020 Spatiotemporal Attacks for Embodied Agents ECCV 2020 Perceptual-Sensitive GAN for Generating Adversarial Patches AAAI 2019 Coarse-to-Fine Image Inpainting via Region-wise Convolutions and Non-Local Correlation IJCAI 2019