Yi Yu

Unlocking 2D Promptable Foundation Models for 3D Vessel Segmentation by Automatic Prompt Generation MIDL 2026 From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge AAAI 2026 Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents ACL 2026 Every Little Bit Helps: Exploring Better Utilization of Unlabeled Data for Semi-supervised Singing Melody Extraction Using Multi-bands Diffusion Model AAAI 2026 SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision AAAI 2026 Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger AAAI 2025 Transfer Learning for Nonparametric Contextual Dynamic Pricing ICML 2025 EvoBench: Towards Real-world LLM-Generated Text Detection Benchmarking for Evolving Large Language Models ACL 2025 One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs ICML 2025 PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection ICLR 2025 Temporal Unlearnable Examples: Preventing Personal Video Data from Unauthorized Exploitation by Object Tracking ICCV 2025 Enduring, Efficient and Robust Trajectory Prediction Attack in Autonomous Driving via Optimization-Driven Multi-Frame Perturbation Framework CVPR 2025 X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Jailbreak Attacks without Compromising Usability EMNLP 2025 Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025 Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances CVPR 2025 MMLF: Multi-query Multi-passage Late Fusion Retrieval NAACL 2025 MTL-UE: Learning to Learn Nothing for Multi-Task Learning ICML 2025 Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing ICLR 2024 Transferable Adversarial Attacks on SAM and Its Downstream Models NIPS 2024 Scalable Motion Style Transfer with Constrained Diffusion Generation AAAI 2024 Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI CVPR 2024 PointOBB: Learning Oriented Object Detection via Single Point Supervision CVPR 2024 Point2RBox: Combine Knowledge from Synthetic Visual Patterns for End-to-end Oriented Object Detection with Single Point Supervision CVPR 2024 Syllable-level lyrics generation from melody exploiting character-level language model EACL 2024 Towards Physical World Backdoor Attacks against Skeleton Action Recognition ECCV 2024 Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders ICML 2024 Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger CVPR 2023 Change point detection and inference in multivariate non-parametric models under mixing conditions NIPS 2023 Defcon: Preventing Overload with Graceful Feature Degradation OSDI 2023 Raw Image Reconstruction With Learned Compact Metadata CVPR 2023 H2RBox-v2: Incorporating Symmetry for Boosting Horizontal Box Supervised Oriented Object Detection NIPS 2023 Phase-Shifting Coder: Predicting Accurate Orientation in Oriented Object Detection CVPR 2023 ExposureDiffusion: Learning to Expose for Low-light Image Enhancement ICCV 2023 Network change point localisation under local differential privacy NIPS 2022 Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond CVPR 2022 Optimal partition recovery in general graphs AISTATS 2022 Denoising and change point localisation in piecewise-constant high-dimensional regression coefficients AISTATS 2022 Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution AAAI 2022 Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer IJCAI 2022 Change point localization in dependent dynamic nonparametric random dot product graphs JMLR 2022 Functional Linear Regression with Mixed Predictors JMLR 2022 Change-point Detection for Sparse and Dense Functional Data in General Dimensions NIPS 2022 Adversarially Robust Change Point Detection NIPS 2021 Locally private online change point detection NIPS 2021 Localizing Changes in High-Dimensional Regression Models AISTATS 2021 Lattice partition recovery with dyadic CART NIPS 2021 Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries IJCNLP 2021 Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries ACL 2021 End-to-End Named Entity Recognition from English Speech INTERSPEECH 2020 Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination IJCAI 2018 Scale-Adaptive Low-Resolution Person Re-Identification via Learning a Discriminating Surface IJCAI 2016