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Aishan Liu

30 papers · 2019–2026 · 10 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+9 more ↓ πŸ—ΊοΈ Taxonomy Completionist (54) 🌍 Conference Polyglot Β· Gold πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ† Grand Slam
πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution 🧭 Keyword Pioneer πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (131) πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸš€ Conference Pioneer πŸ’Ž Century Club Β· Bronze

Venues

CVPR (8) AAAI (6) ICLR (4) IJCAI (4) ECCV (2) ICML (2) ACL (1) EMNLP (1) ICCV (1) NeurIPS (1)

Top co-authors

Xianglong Liu (20) Siyuan Liang (11) Dacheng Tao (10) Yuqing Ma (8) Jiakai Wang (8) Haotong Qin (4) Yifu Ding (4) Shihao Bai (3) Jinyang Guo (3) Xiaochun Cao (3)

Research topics

Artificial Intelligence (23) Machine Learning (22) Core AI (22) Deep Learning (14) Learning Types Β· Machine Learning (14) Application Areas (10) Learning Types Β· Deep Learning (9) Architectures (5) Models (4) Computer Vision (3) Security & Privacy (3) Learning Paradigms (3) Optimization & Theory (3) Privacy (3) Analysis (2)

Keywords

backdoor attack (6) large language model (5) knowledge distillation (4) adversarial attack (4) benchmark evaluation (3) jailbreak attack (3) model compression (3) trigger pattern (3) adversarial robustness (3) adversarial example (2) model security (2) vision-language model (2) few-shot learning (2) reinforcement learning (2) adversarial learning (2) in-context learning (2) object detection (2) backdoor defense (2) adversarial training (2) domain adaptation (1)

Papers

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 AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions CVPR 2026 CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models AAAI 2026 SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs AAAI 2026 BadRobot: Jailbreaking Embodied LLM Agents in the Physical World ICLR 2025 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 ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks ICML 2025 Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models EMNLP 2025 Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift CVPR 2025 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 LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment NeurIPS 2024 Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection ICLR 2024 Exploring the Relationship Between Architectural Design and Adversarially Robust Generalization CVPR 2023 FAIRER: Fairness as Decision Rationale Alignment ICML 2023 Fairness via Group Contribution Matching IJCAI 2023 Improving Robust Fariness via Balance Adversarial Training AAAI 2023 Towards Benchmarking and Assessing Visual Naturalness of Physical World Adversarial Attacks CVPR 2023 BiBERT: Accurate Fully Binarized BERT ICLR 2022 Defensive Patches for Robust Recognition in the Physical World CVPR 2022 Exploring Endogenous Shift for Cross-Domain Detection: A Large-Scale Benchmark and Perturbation Suppression Network CVPR 2022 Dual Attention Suppression Attack: Generate Adversarial Camouflage in Physical World CVPR 2021 Bias-based Universal Adversarial Patch Attack for Automatic Check-out ECCV 2020 Few-shot Visual Learning with Contextual Memory and Fine-grained Calibration IJCAI 2020 Spatiotemporal Attacks for Embodied Agents ECCV 2020 Transductive Relation-Propagation Network for Few-shot Learning IJCAI 2020 Coarse-to-Fine Image Inpainting via Region-wise Convolutions and Non-Local Correlation IJCAI 2019 Perceptual-Sensitive GAN for Generating Adversarial Patches AAAI 2019