Ning Zhang

Unifying Channel Independence and Mixing: Multi-Scale Patch Recursion for Global–Local Representation Synergy in Multivariate Time Series Forecasting AAAI 2026 Protecting Language Models Against Unauthorized Distillation through Trace Rewriting ACL 2026 Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive Scoring ACL 2026 Tintin: A Unified Hardware Performance Profiling Infrastructure to Uncover and Manage Uncertainty OSDI 2025 Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method ACL 2025 PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free ACL 2025 Prefix-Enhanced Large Language Models with Reused Training Data in Multi-Turn Medical Dialogue NAACL 2025 Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025 Apollo: An Exploration of Video Understanding in Large Multimodal Models CVPR 2025 EcoLoRA: Communication-Efficient Federated Fine-Tuning of Large Language Models EMNLP 2025 Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs CVPR 2025 Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation CVPR 2025 DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction CVPR 2024 Enhancing Question Answering on Charts Through Effective Pre-training Tasks EMNLP 2024 Sequential LLM Framework for Fashion Recommendation EMNLP 2024 Bidirectional Autoregessive Diffusion Model for Dance Generation CVPR 2024 M2Doc: A Multi-Modal Fusion Approach for Document Layout Analysis AAAI 2024 SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection NIPS 2024 Data-flow Availability: Achieving Timing Assurance in Autonomous Systems OSDI 2024 Deep Video Inverse Tone Mapping Based on Temporal Clues CVPR 2024 Planning, Fast and Slow: Online Reinforcement Learning with Action-Free Offline Data via Multiscale Planners ICML 2024 RIATIG: Reliable and Imperceptible Adversarial Text-to-Image Generation With Natural Prompts CVPR 2023 Revisiting the Stack-Based Inverse Tone Mapping CVPR 2023 Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation CVPR 2023 SlowLiDAR: Increasing the Latency of LiDAR-Based Detection Using Adversarial Examples CVPR 2023 Tell Me What Happened: Unifying Text-Guided Video Completion via Multimodal Masked Video Generation CVPR 2023 CodeIPPrompt: Intellectual Property Infringement Assessment of Code Language Models ICML 2023 FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning EMNLP 2022 Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields NIPS 2022 Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment CVPR 2022 PROVES: Establishing Image Provenance Using Semantic Signatures WACV 2022 Connecting What To Say With Where To Look by Modeling Human Attention Traces CVPR 2021 Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning AAAI 2020 Rethinking the Defocus Blur Detection Problem and A Real-Time Deep DBD Model ECCV 2020 Context-Aware Zero-Shot Recognition AAAI 2020 Feedback Adversarial Learning: Spatial Feedback for Improving Generative Adversarial Networks CVPR 2019 Dynamic Kernel Distillation for Efficient Pose Estimation in Videos ICCV 2019 Laplace Landmark Localization ICCV 2019 Visual Attention Model for Name Tagging in Multimodal Social Media ACL 2018 Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence ECCV 2018 Weakly Supervised Audio Source Separation via Spectrum Energy Preserved Wasserstein Learning IJCAI 2018 NITE: A Neural Inductive Teaching Framework for Domain Specific NER EMNLP 2017 Deep Reinforcement Learning-Based Image Captioning With Embedding Reward CVPR 2017 Compact Bilinear Pooling CVPR 2016 Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues CVPR 2015 Do Convnets Learn Correspondence? NIPS 2014 DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition ICML 2014 PANDA: Pose Aligned Networks for Deep Attribute Modeling CVPR 2014 Open-vocabulary Object Retrieval RSS 2014 Deformable Part Descriptors for Fine-Grained Recognition and Attribute Prediction ICCV 2013