← Authors

Yi Zhou

156 papers · 2015–2026 · 23 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (10) 🌈 Renaissance Researcher (14) πŸ—ΊοΈ Taxonomy Completionist (16) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (22) 🐝 Cross-Pollinator (13) πŸ‘₯ Mega-Team (51) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (21) πŸ† Keyword Champion 🀝 Dynamic Duo (19) πŸ—ƒοΈ Keyword Collector (625) ❓ The Questioner (4) ⚑ Prolific Year (24) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (152) πŸ”₯ Unstoppable (11)

Conferences

AAAI (16) NIPS (16) ICLR (16) CVPR (16) EMNLP (14) ICCV (12) ICML (11) ACL (11) IJCAI (10) ECCV (7) MICCAI (5) AISTATS (3) JMLR (3) UAI (3) EACL (2) COLING (2) INTERSPEECH (2) SEMEVAL (2) COLT (1) IJCNLP (1) NAACL (1) OSDI (1) RSS (1)

Top co-authors

Yingbin Liang (19) Danushka Bollegala (12) Ling Shao (11) Tao Zhou (10) Ziyi Chen (9) Shaofeng Zou (8) Zhe Wang (8) Lei Huang (8) Shaocong Ma (7) Hao Li (6)

Keywords

nonconvex optimization (9) neural network (9) 3d reconstruction (6) variance reduction (6) large language model (5) text classification (5) attention mechanism (5) word embedding (5) semantic segmentation (5) social bia (5) cross-lingual transfer (4) stochastic optimization (4) graph theory (4) representation learning (4) convergence rate (4) multilingual nlp (4) multi-modal learning (4) combinatorial optimization (4) reinforcement learning (4) batch normalization (4)

Papers

StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion AAAI 2026
CASE – Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement EACL 2026
Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation AAAI 2026
Evaluating the Effect of Retrieval Augmentation on Social Biases EACL 2026
A Reduction-Based Algorithm for the Clique Interdiction Problem IJCAI 2025
Continual Retinal Vision-Language Pre-training upon Incremental Imaging Modalities MICCAI 2025
SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection ACL 2025
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages ACL 2025
SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SEMEVAL 2025
SegmentDreamer: Towards High-fidelity Text-to-3D Synthesis with Segmented Consistency Trajectory Distillation ICCV 2025
Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models EMNLP 2025
Large-Scale Trade-Off Curve Computation for Incentive Allocation with Cardinality and Matroid Constraints IJCAI 2025
Augmented Mass-Spring Model for Real-Time Dense Hair Simulation ICCV 2025
FaceLift: Learning Generalizable Single Image 3D Face Reconstruction from Synthetic Heads ICCV 2025
HUMOTO: A 4D Dataset of Mocap Human Object Interactions ICCV 2025
MAP: Multi-Human-Value Alignment Palette ICLR 2025
Revisiting Large-Scale Non-convex Distributionally Robust Optimization ICLR 2025
CryoFM: A Flow-based Foundation Model for Cryo-EM Densities ICLR 2025
Shape My Moves: Text-Driven Shape-Aware Synthesis of Human Motions CVPR 2025
DMesh++: An Efficient Differentiable Mesh for Complex Shapes ICCV 2025
Convex Relaxation for Robust Vanishing Point Estimation in Manhattan World CVPR 2025
A Novel Local Search Algorithm for the Vertex Bisection Minimization Problem IJCAI 2025
Video Motion Graphs ICCV 2025
Perm: A Parametric Representation for Multi-Style 3D Hair Modeling ICLR 2025
DocMMIR: A Framework for Document Multi-modal Information Retrieval EMNLP 2025
Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning AAAI 2025
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines NAACL 2025
Text-driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation MICCAI 2025
Approximate Kernel Density Estimation under Metric-based Local Differential Privacy UAI 2024
Event-based Visual Inertial Velometer RSS 2024
On the Hardness of Online Nonconvex Optimization with Single Oracle Feedback ICLR 2024
Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation ICLR 2024
On the Hardness of Constrained Cooperative Multi-Agent Reinforcement Learning ICLR 2024
Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization AAAI 2024
A Fast Exact Solver with Theoretical Analysis for the Maximum Edge-Weighted Clique Problem AAAI 2024
Effective Data Distillation for Tabular Datasets (Student Abstract) AAAI 2024
TextPolyp: Point-supervised Polyp Segmentation with Text Cues MICCAI 2024
Enhancing In-context Learning via Linear Probe Calibration AISTATS 2024
SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues MICCAI 2024
Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings COLING 2024
MM-Retinal: Knowledge-Enhanced Foundational Pretraining with Fundus Image-Text Expertise MICCAI 2024
Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning CVPR 2024
HIMap: HybrId Representation Learning for End-to-end Vectorized HD Map Construction CVPR 2024
BeNeRF:Neural Radiance Fields from a Single Blurry Image and Event Stream ECCV 2024
Event-Aided Time-To-Collision Estimation for Autonomous Driving ECCV 2024
Motion and Structure from Event-based Normal Flow ECCV 2024
Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models EMNLP 2024
Non-Asymptotic Analysis for Single-Loop (Natural) Actor-Critic with Compatible Function Approximation ICML 2024
DMesh: A Differentiable Mesh Representation NIPS 2024
Is Your HD Map Constructor Reliable under Sensor Corruptions? NIPS 2024
LRM-Zero: Training Large Reconstruction Models with Synthesized Data NIPS 2024
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages NIPS 2024
Cross-View Geo-Localization via Learning Disentangled Geometric Layout Correspondence AAAI 2023
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning ICML 2023
Language Model is Suitable for Correction of Handwritten Mathematical Expressions Recognition EMNLP 2023
A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models EMNLP 2023
Together We Make Sense–Learning Meta-Sense Embeddings ACL 2023
Solving Cosine Similarity Underestimation between High Frequency Words by β„“2 Norm Discounting ACL 2023
Deep Equilibrium Non-Autoregressive Sequence Learning ACL 2023
Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA ACL 2023
Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation ACL 2023
Can Word Sense Distribution Detect Semantic Changes of Words? EMNLP 2023
A Critical Analysis of Document Out-of-Distribution Detection EMNLP 2023
Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset EMNLP 2023
Efficient Multilingual Language Model Compression through Vocabulary Trimming EMNLP 2023
Online Nonconvex Optimization with Limited Instantaneous Oracle Feedback COLT 2023
Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization ICML 2023
On Unbalanced Optimal Transport: Gradient Methods, Sparsity and Approximation Error JMLR 2023
Decentralized Robust V-learning for Solving Markov Games with Model Uncertainty JMLR 2023
Time-frequency Domain Filter-and-sum Network for Multi-channel Speech Separation INTERSPEECH 2023
Normal-Guided Garment UV Prediction for Human Re-Texturing CVPR 2023
Sharding the State Machine: Automated Modular Reasoning for Complex Concurrent Systems OSDI 2023
Single-shot General Hyper-parameter Optimization for Federated Learning ICLR 2023
A Fast Maximum k-Plex Algorithm Parameterized by the Degeneracy Gap IJCAI 2023
Structure-informed Language Models Are Protein Designers ICML 2023
Boosting Multi-modal Model Performance with Adaptive Gradient Modulation ICCV 2023
UNISON: Unpaired Cross-Lingual Image Captioning AAAI 2022
NeMF: Neural Motion Fields for Kinematic Animation NIPS 2022
Regularized Molecular Conformation Fields NIPS 2022
Slot-VPS: Object-Centric Representation Learning for Video Panoptic Segmentation CVPR 2022
Delving Into the Estimation Shift of Batch Normalization in a Network CVPR 2022
SHAPE: An Unified Approach to Evaluate the Contribution and Cooperation of Individual Modalities IJCAI 2022
Sample Efficient Stochastic Policy Extragradient Algorithm for Zero-Sum Markov Game ICLR 2022
Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis ICML 2022
DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency Prior AAAI 2022
DDDM: A Brain-Inspired Framework for Robust Classification IJCAI 2022
Zero-Shot 3D Drug Design by Sketching and Generating NIPS 2022
Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach NIPS 2022
Learning Visibility for Robust Dense Human Body Estimation ECCV 2022
A Repulsive Force Unit for Garment Collision Handling in Neural Networks ECCV 2022
On the Curious Case of l2 norm of Sense Embeddings EMNLP 2022
Data sampling affects the complexity of online SGD over dependent data UAI 2022
Sense Embeddings are also Biased – Evaluating Social Biases in Static and Contextualised Sense Embeddings ACL 2022
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation AAAI 2021
Non-Asymptotic Analysis for Two Time-scale TDC with General Smooth Function Approximation NIPS 2021
Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification AAAI 2021
Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning AAAI 2021
Enhancing Balanced Graph Edge Partition with Effective Local Search AAAI 2021
Improving Maximum k-plex Solver via Second-Order Reduction and Graph Color Bounding AAAI 2021
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ACL 2021
Group Whitening: Balancing Learning Efficiency and Representational Capacity CVPR 2021
Exploiting Semantic Embedding and Visual Feature for Facial Action Unit Detection CVPR 2021
A Deep Emulator for Secondary Motion of 3D Characters CVPR 2021
On the Transferability of Adversarial Attacks against Neural Text Classifier EMNLP 2021
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21 EMNLP 2021
Specificity-Preserving RGB-D Saliency Detection ICCV 2021
Visual-Textual Attentive Semantic Consistency for Medical Report Generation ICCV 2021
Stochastic Scene-Aware Motion Prediction ICCV 2021
CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis ICCV 2021
Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity ICLR 2021
Proximal Gradient Descent-Ascent: Variable Convergence under KŁ Geometry ICLR 2021
Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble IJCNLP 2021
Cross-Lingual Voice Conversion with a Cycle Consistency Loss on Linguistic Representation INTERSPEECH 2021
Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization IJCAI 2020
Cross-Lingual Dependency Parsing by POS-Guided Word Reordering EMNLP 2020
A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning NIPS 2020
Fully Convolutional Mesh Autoencoder using Efficient Spatially Varying Kernels NIPS 2020
Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples ACL 2020
An Investigation Into the Stochasticity of Batch Whitening CVPR 2020
Enumerating Maximal k-Plexes with Worst-Case Time Guarantee AAAI 2020
Motion-Attentive Transition for Zero-Shot Video Object Segmentation AAAI 2020
Improving Entity Linking through Semantic Reinforced Entity Embeddings ACL 2020
Understanding the Impact of Model Incoherence on Convergence of Incremental SGD with Random Reshuffle ICML 2020
Reanalysis of Variance Reduced Temporal Difference Learning ICLR 2020
History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms ICML 2020
Variance-Reduced Off-Policy TDC Learning: Non-Asymptotic Convergence Analysis NIPS 2020
AiFu at SemEval-2019 Task 10: A Symbolic and Sub-symbolic Integrated System for SAT Math Question Answering SEMEVAL 2019
Cubic Regularization with Momentum for Nonconvex Optimization UAI 2019
SGD Converges to Global Minimum in Deep Learning via Star-convex Path ICLR 2019
Toward Understanding the Impact of Staleness in Distributed Machine Learning ICLR 2019
Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization ICML 2019
How Well Do Machines Perform on IQ tests: a Comparison Study on a Large-Scale Dataset IJCAI 2019
A Deep Learning-Based System for PharmaCoNER EMNLP 2019
Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling CVPR 2019
SpiderBoost and Momentum: Faster Variance Reduction Algorithms NIPS 2019
On the Continuity of Rotation Representations in Neural Networks CVPR 2019
Iterative Normalization: Beyond Standardization Towards Efficient Whitening CVPR 2019
Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images CVPR 2019
Stochastic Variance-Reduced Cubic Regularization for Nonconvex Optimization AISTATS 2019
A unified variance-reduced accelerated gradient method for convex optimization NIPS 2019
Joint Modeling of Structure Identification and Nuclearity Recognition in Macro Chinese Discourse Treebank COLING 2018
Critical Points of Linear Neural Networks: Analytical Forms and Landscape Properties ICLR 2018
Auto-Conditioned Recurrent Networks for Extended Complex Human Motion Synthesis ICLR 2018
Convergence of Cubic Regularization for Nonconvex Optimization under KL Property NIPS 2018
Distributed Proximal Gradient Algorithm for Partially Asynchronous Computer Clusters JMLR 2018
HairNet: Single-View Hair Reconstruction using Convolutional Neural Networks ECCV 2018
Semi-Dense 3D Reconstruction with a Stereo Event Camera ECCV 2018
Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification CVPR 2018
Conditional Accelerated Lazy Stochastic Gradient Descent ICML 2017
Learning Latent Space Models with Angular Constraints ICML 2017
Realistic Dynamic Facial Textures From a Single Image Using GANs ICCV 2017
Integrating Answer Set Programming with Semantic Dictionaries for Robot Task Planning IJCAI 2017
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization ICML 2017
On Convergence of Model Parallel Proximal Gradient Algorithm for Stale Synchronous Parallel System AISTATS 2016
First-Order Disjunctive Logic Programming vs Normal Logic Programming IJCAI 2015
Analysis of Robust PCA via Local Incoherence NIPS 2015