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Yi Li

88 papers · 2006–2026 · 19 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (19) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8) 🌈 Renaissance Researcher (13) πŸ—ΊοΈ Taxonomy Completionist (16) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (19) 🧬 Topic Evolution πŸ† Keyword Champion πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (361) ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (84) πŸ”₯ Unstoppable (13) ❓ The Questioner (4)

Conferences

CVPR (19) AAAI (13) ICML (10) ICLR (7) IJCAI (6) ICCV (5) ECCV (5) NIPS (4) EMNLP (3) COLT (3) COLING (2) JMLR (2) MICCAI (2) ACL (2) CORL (1) AISTATS (1) ACML (1) INTERSPEECH (1) WACV (1)

Top co-authors

Nuno Vasconcelos (8) David Woodruff (8) Xiaomeng Li (6) Yanqing Guo (5) Yimin Chen (4) Ran He (4) Zhanghui Kuang (4) Honghao Lin (4) Wayne Zhang (4) Le Kang (3)

Research topics

Privacy (1)

Keywords

convolutional neural network (8) image generation (6) semantic segmentation (5) domain adaptation (4) contrastive learning (4) object detection (3) machine translation (3) multimodal learning (3) graph neural network (3) image classification (3) representation learning (2) sentiment analysis (2) dimensionality reduction (2) feature selection (2) text classification (2) attention mechanism (2) transformer architecture (2) unsupervised learning (2) transfer learning (2) feature learning (2)

Papers

Doubly Debiased Test-Time Prompt Tuning for Vision-Language Models AAAI 2026
PLaST: Towards Paralinguistic-aware Speech Translation AAAI 2026
Good Gradients Poison Your Model: Evading Defenses in Federated Learning via Boundary-adaptive Perturbation AAAI 2026
Trimming the Fat: Redundancy-Aware Acceleration Framework for DGNNs AAAI 2026
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
Efficient Hi-Fi Style Transfer via Statistical Attention and Modulation IJCAI 2025
Efficiently Serving Large Multimodal Models Using EPD Disaggregation ICML 2025
Token Activation Map to Visually Explain Multimodal LLMs ICCV 2025
Community-Centric Graph Unlearning AAAI 2025
Complex-Cycle-Consistent Diffusion Model for Monaural Speech Enhancement AAAI 2025
Robust Sparsification via Sensitivity ICML 2025
Change Entity-guided Heterogeneous Representation Disentangling for Change Captioning ACL 2025
Faster Approximation Algorithms for k-Center via Data Reduction ICML 2025
HAMSTER: Hierarchical Action Models for Open-World Robot Manipulation ICLR 2025
Near-optimal Active Regression of Single-Index Models ICLR 2025
EgoPrivacy: What Your First-Person Camera Says About You? ICML 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
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
Learning the Positions in CountSketch ICLR 2023
STOW: Discrete-Frame Segmentation and Tracking of Unseen Objects for Warehouse Picking Robots CORL 2023
CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No ICCV 2023
SViTT: Temporal Learning of Sparse Video-Text Transformers CVPR 2023
$\ell_p$-Regression in the Arbitrary Partition Model of Communication COLT 2023
VALHALLA: Visual Hallucination for Machine Translation CVPR 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
GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis NIPS 2022
Improving Video Model Transfer With Dynamic Representation Learning CVPR 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
Online Active Regression ICML 2022
CATRE: Iterative Point Clouds Alignment for Category-Level Object Pose Refinement ECCV 2022
Common and differential acoustic representation of interpersonal and tactile iconic perception of Mandarin vowels INTERSPEECH 2022
Multi-Attribute Controlled Text Generation with Contrastive-Generator and External-Discriminator COLING 2022
Estimation and Inference for High Dimensional Generalized Linear Models: A Splitting and Smoothing Approach JMLR 2021
Single Pass Entrywise-Transformed Low Rank Approximation ICML 2021
BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning ICCV 2021
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
GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks AAAI 2021
Towards Impartial Multi-task Learning ICLR 2021
Pseudo-Mask Matters in Weakly-Supervised Semantic Segmentation ICCV 2021
Informative Sample Mining Network for Multi-Domain Image-to-Image Translation ECCV 2020
Cross-Spectral Face Hallucination via Disentangling Independent Factors CVPR 2020
Background Data Resampling for Outlier-Aware Classification CVPR 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
REPAIR: Removing Representation Bias by Dataset Resampling CVPR 2019
Data-Driven Neuron Allocation for Scale Aggregation Networks CVPR 2019
RESOUND: Towards Action Recognition without Representation Bias ECCV 2018
DeepIM: Deep Iterative Matching for 6D Pose Estimation ECCV 2018
Matrix Norms in Data Streams: Faster, Multi-Pass and Row-Order ICML 2018
Large Margin Neural Language Model EMNLP 2018
Opinion-aware Knowledge Graph for Political Ideology Detection IJCAI 2017
Fully Convolutional Instance-Aware Semantic Segmentation CVPR 2017
Deformable Convolutional Networks ICCV 2017
Rate Optimal Estimation for High Dimensional Spatial Covariance Matrices ACML 2017
A Robust-Equitable Measure for Feature Ranking and Selection JMLR 2017
R-FCN: Object Detection via Region-based Fully Convolutional Networks NIPS 2016
Is This Post Persuasive? Ranking Argumentative Comments in Online Forum ACL 2016
A Robust-Equitable Copula Dependence Measure for Feature Selection AISTATS 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
Is Rotation a Nuisance in Shape Recognition? CVPR 2014
Convolutional Neural Networks for No-Reference Image Quality Assessment CVPR 2014
Orientation Robust Text Line Detection in Natural Images CVPR 2014
Beyond Physical Connections: Tree Models in Human Pose Estimation CVPR 2013
Learning Visual Symbols for Parsing Human Poses in Images IJCAI 2013
Learnability and the doubling dimension NIPS 2006