Yi Li

Trimming the Fat: Redundancy-Aware Acceleration Framework for DGNNs AAAI 2026 Structure Guided Retrieval-Augmented Generation for Factual Queries ACL 2026 Good Gradients Poison Your Model: Evading Defenses in Federated Learning via Boundary-adaptive Perturbation AAAI 2026 MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents ACL 2026 Doubly Debiased Test-Time Prompt Tuning for Vision-Language Models AAAI 2026 NL ⇒ Schedule: Evaluate Multitask Scheduling Capability of Large Language Models ACL 2026 PLaST: Towards Paralinguistic-aware Speech Translation AAAI 2026 Complex-Cycle-Consistent Diffusion Model for Monaural Speech Enhancement AAAI 2025 Efficient Hi-Fi Style Transfer via Statistical Attention and Modulation IJCAI 2025 Change Entity-guided Heterogeneous Representation Disentangling for Change Captioning ACL 2025 Efficiently Serving Large Multimodal Models Using EPD Disaggregation ICML 2025 EgoPrivacy: What Your First-Person Camera Says About You? ICML 2025 Robust Sparsification via Sensitivity ICML 2025 Faster Approximation Algorithms for k-Center via Data Reduction ICML 2025 HAMSTER: Hierarchical Action Models for Open-World Robot Manipulation ICLR 2025 Token Activation Map to Visually Explain Multimodal LLMs ICCV 2025 Near-optimal Active Regression of Single-Index Models ICLR 2025 Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models EMNLP 2025 Split Adaptation for Pre-trained Vision Transformers CVPR 2025 Vision-Based Landing Guidance through Tracking and Orientation Estimation WACV 2025 MOC: Meta-Optimized Classifier for Few-Shot Whole Slide Image Classification MICCAI 2025 Test-Time Adaptation on Recommender System with Data-Centric Graph Transformation IJCAI 2025 Community-Centric Graph Unlearning AAAI 2025 Agnostic Active Learning of Single Index Models with Linear Sample Complexity COLT 2024 BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions AAAI 2024 Prefix-diffusion: A Lightweight Diffusion Model for Diverse Image Captioning COLING 2024 AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation CVPR 2024 Self-Supervised Representation Learning for Adversarial Attack Detection ECCV 2024 How Grammatical Features Impact Machine Translation: A New Test Suite for Chinese-English MT Evaluation EMNLP 2024 Optimal Sketching for Residual Error Estimation for Matrix and Vector Norms ICLR 2024 One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models ICLR 2024 Longitudinal Targeted Minimum Loss-based Estimation with Temporal-Difference Heterogeneous Transformer ICML 2024 Few-Shot Lymph Node Metastasis Classification Meets High Performance on Whole Slide Images via the Informative Non-Parametric Classifier MICCAI 2024 CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No ICCV 2023 SViTT: Temporal Learning of Sparse Video-Text Transformers CVPR 2023 Learning the Positions in CountSketch ICLR 2023 STOW: Discrete-Frame Segmentation and Tracking of Unseen Objects for Warehouse Picking Robots CORL 2023 $\ell_p$-Regression in the Arbitrary Partition Model of Communication COLT 2023 CATRE: Iterative Point Clouds Alignment for Category-Level Object Pose Refinement ECCV 2022 GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis NIPS 2022 Online Active Regression ICML 2022 Close the Loop: A Unified Bottom-Up and Top-Down Paradigm for Joint Image Deraining and Segmentation AAAI 2022 Artistic Style Discovery With Independent Components CVPR 2022 Improving Video Model Transfer With Dynamic Representation Learning CVPR 2022 Common and differential acoustic representation of interpersonal and tactile iconic perception of Mandarin vowels INTERSPEECH 2022 Physically Disentangled Intra- and Inter-Domain Adaptation for Varicolored Haze Removal CVPR 2022 Uncertainty Estimation via Response Scaling for Pseudo-Mask Noise Mitigation in Weakly-Supervised Semantic Segmentation AAAI 2022 Multi-Attribute Controlled Text Generation with Contrastive-Generator and External-Discriminator COLING 2022 VALHALLA: Visual Hallucination for Machine Translation CVPR 2022 Early Safety Warnings for Long-Distance Pipelines: A Distributed Optical Fiber Sensor Machine Learning Approach AAAI 2021 Exponentially Improved Dimensionality Reduction for l1: Subspace Embeddings and Independence Testing COLT 2021 Estimation and Inference for High Dimensional Generalized Linear Models: A Splitting and Smoothing Approach JMLR 2021 Towards Impartial Multi-task Learning ICLR 2021 GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks AAAI 2021 Pseudo-Mask Matters in Weakly-Supervised Semantic Segmentation ICCV 2021 BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning ICCV 2021 Single Pass Entrywise-Transformed Low Rank Approximation ICML 2021 Cross-Spectral Face Hallucination via Disentangling Independent Factors CVPR 2020 Background Data Resampling for Outlier-Aware Classification CVPR 2020 Informative Sample Mining Network for Multi-Domain Image-to-Image Translation ECCV 2020 Incorporating Expert-Based Investment Opinion Signals in Stock Prediction: A Deep Learning Framework AAAI 2020 PSENet: Psoriasis Severity Evaluation Network AAAI 2020 Learning-Augmented Data Stream Algorithms ICLR 2020 Nearly Linear Row Sampling Algorithm for Quantile Regression ICML 2020 Input-Sparsity Low Rank Approximation in Schatten Norm ICML 2020 Learning Representations from Audio-Visual Spatial Alignment NIPS 2020 Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning IJCAI 2020 Pose-preserving Cross Spectral Face Hallucination IJCAI 2019 Data-Driven Neuron Allocation for Scale Aggregation Networks CVPR 2019 REPAIR: Removing Representation Bias by Dataset Resampling CVPR 2019 Large Margin Neural Language Model EMNLP 2018 Matrix Norms in Data Streams: Faster, Multi-Pass and Row-Order ICML 2018 DeepIM: Deep Iterative Matching for 6D Pose Estimation ECCV 2018 RESOUND: Towards Action Recognition without Representation Bias ECCV 2018 A Robust-Equitable Measure for Feature Ranking and Selection JMLR 2017 Deformable Convolutional Networks ICCV 2017 Rate Optimal Estimation for High Dimensional Spatial Covariance Matrices ACML 2017 Opinion-aware Knowledge Graph for Political Ideology Detection IJCAI 2017 Fully Convolutional Instance-Aware Semantic Segmentation CVPR 2017 A Robust-Equitable Copula Dependence Measure for Feature Selection AISTATS 2016 Is This Post Persuasive? Ranking Argumentative Comments in Online Forum ACL 2016 R-FCN: Object Detection via Region-based Fully Convolutional Networks NIPS 2016 Grasp Type Revisited: A Modern Perspective on a Classical Feature for Vision CVPR 2015 Making Better Use of Edges via Perceptual Grouping CVPR 2015 Sketch-Based 3D Shape Retrieval Using Convolutional Neural Networks CVPR 2015 Convolutional Neural Networks for No-Reference Image Quality Assessment CVPR 2014 Orientation Robust Text Line Detection in Natural Images CVPR 2014 Is Rotation a Nuisance in Shape Recognition? CVPR 2014 Learning Visual Symbols for Parsing Human Poses in Images IJCAI 2013 Beyond Physical Connections: Tree Models in Human Pose Estimation CVPR 2013 Learnability and the doubling dimension NIPS 2006