Haotong Qin

Activation Manipulation Attack: Penetrating and Harmful Jailbreak Attack Against Large Vision-Language Models AAAI 2026 AdaSVD: Singular Value Decomposition with Adaptive Mechanisms for Large Multimodal Models CVPR 2026 First-Order Error Matters: Accurate Compensation for Quantized Large Language Models AAAI 2026 TR-DQ: Time-Rotation Diffusion Quantization AAAI 2026 ARB-LLM: Alternating Refined Binarizations for Large Language Models ICLR 2025 BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models ICLR 2025 DA-KD: Difficulty-Aware Knowledge Distillation for Efficient Large Language Models ICML 2025 Enhancing Autonomous Driving Systems with On-Board Deployed Large Language Models RSS 2025 Harnessing Global-Local Collaborative Adversarial Perturbation for Anti-Customization CVPR 2025 MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models AAAI 2025 ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks AAAI 2025 PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution CVPR 2025 Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers ICML 2025 SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models ICML 2025 2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution NeurIPS 2024 Accurate LoRA-Finetuning Quantization of LLMs via Information Retention ICML 2024 BiDM: Pushing the Limit of Quantization for Diffusion Models NeurIPS 2024 BiLLM: Pushing the Limit of Post-Training Quantization for LLMs ICML 2024 Binarized Diffusion Model for Image Super-Resolution NeurIPS 2024 Compressing Large Language Models by Joint Sparsification and Quantization ICML 2024 DB-LLM: Accurate Dual-Binarization for Efficient LLMs ACL 2024 Flexible Residual Binarization for Image Super-Resolution ICML 2024 Image Fusion via Vision-Language Model ICML 2024 LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment NeurIPS 2024 BiBench: Benchmarking and Analyzing Network Binarization ICML 2023 BiMatting: Efficient Video Matting via Binarization NeurIPS 2023 QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution NeurIPS 2023 BiBERT: Accurate Fully Binarized BERT ICLR 2022 BiFSMN: Binary Neural Network for Keyword Spotting IJCAI 2022 Defensive Patches for Robust Recognition in the Physical World CVPR 2022 BiPointNet: Binary Neural Network for Point Clouds ICLR 2021 Diversifying Sample Generation for Accurate Data-Free Quantization CVPR 2021 Hardware-friendly Deep Learning by Network Quantization and Binarization IJCAI 2021 Towards Real-World X-Ray Security Inspection: A High-Quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection ICCV 2021 Forward and Backward Information Retention for Accurate Binary Neural Networks CVPR 2020