Siyuan Liang

31 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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🗺️ Taxonomy Completionist (50) 🌍 Conference Polyglot · Gold 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🏆 Grand Slam 🧬 Topic Evolution 🤝 Dynamic Duo (16) 🔬 Deep Specialist (17) ⚡ Prolific Year · Prolific 🔥 Unstoppable · Bronze ❓ The Questioner 💎 Century Club · Bronze 🌈 Renaissance Researcher (5) 🗃️ Keyword Collector (130)

Venues

AAAI (8) CVPR (6) ICCV (5) ICLR (3) ACL (2) ECCV (2) IJCAI (2) EMNLP (1) ICML (1) NeurIPS (1)

Top co-authors

Xiaochun Cao (16) Aishan Liu (11) Dacheng Tao (9) Xiaojun Jia (6) Baoyuan Wu (5) Jiawei Liang (5) Xianglong Liu (4) Jingzhi Li (4) Mingli Zhu (3) Ming Zhang (3)

Research topics

Artificial Intelligence (23) Machine Learning (23) Core AI (23) Learning Types · Machine Learning (20) Deep Learning (15) Computer Vision (10) Analysis (8) Learning Types · Deep Learning (8) Application Areas (6) Architectures (5) Optimization & Theory (4) Natural Language Processing (3) Security & Privacy (3) Learning Paradigms (3) Models (3)

Keywords

backdoor attack (8) adversarial example (6) adversarial attack (5) object detection (5) large language model (4) trigger pattern (3) backdoor defense (3) adversarial learning (3) adversarial camouflage (2) model security (2) 3d point cloud (2) physical attack (2) image classification (2) adversarial training (2) autonomous driving (2) in-context learning (2) reinforcement learning (2) multimodal learning (2) point cloud (2) black-box attack (2)

Papers

Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles AAAI 2026 Controllable Contamination Detection for Reliable LLM Evaluation with Statistical Guarantees ACL 2026 Multi-Modal Fact Knowledge Generation for Imbalanced Cross-Source Entity Alignment AAAI 2026 SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs AAAI 2026 Where MLLMs Attend and What They Rely On: Explaining Autoregressive Token Generation CVPR 2026 3D Gaussian Splatting Driven Multi-View Robust Physical Adversarial Camouflage Generation ICCV 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 Gradient-Reweighted Adversarial Camouflage for Physical Object Detection Evasion ICCV 2025 ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks ICML 2025 Interpreting Object-level Foundation Models via Visual Precision Search CVPR 2025 NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models ICLR 2025 Physical Adversarial Camouflage Through Gradient Calibration and Regularization IJCAI 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 Towards a 3D Transfer-based Black-box Attack via Critical Feature Guidance ICCV 2025 BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning CVPR 2024 Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack NeurIPS 2024 Correlation Matching Transformation Transformers for UHD Image Restoration AAAI 2024 Does Few-Shot Learning Suffer from Backdoor Attacks? AAAI 2024 Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds CVPR 2024 Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning AAAI 2024 Less is More: Fewer Interpretable Region via Submodular Subset Selection ICLR 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 Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization AAAI 2023 Improving Robust Fariness via Balance Adversarial Training AAAI 2023 A Large-Scale Multiple-Objective Method for Black-Box Attack against Object Detection ECCV 2022 Parallel Rectangle Flip Attack: A Query-Based Black-Box Attack Against Object Detection ICCV 2021 Efficient Adversarial Attacks for Visual Object Tracking ECCV 2020 Transferable Adversarial Attacks for Image and Video Object Detection IJCAI 2019