← Authors

Ying Zhang

90 papers · 2005–2026 · 17 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (17) 🐝 Cross-Pollinator (5) πŸƒ Academic Marathon (20) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (4) πŸ† Grand Slam 🀝 Dynamic Duo (22) πŸ‘₯ Mega-Team (39) πŸ”¬ Deep Specialist (19) πŸ† Keyword Champion (3) ❓ The Questioner ⚑ Prolific Year (11) πŸ—ƒοΈ Keyword Collector (405) πŸ“ˆ Trend Setter πŸ’Ž Century Club (85) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (8)

Conferences

AAAI (15) EMNLP (13) CVPR (9) ACL (8) IJCAI (8) COLING (7) NIPS (7) NSDI (6) ECCV (3) ICLR (3) IJCNLP (3) INTERSPEECH (2) ICML (2) JMLR (1) ICCV (1) OSDI (1) WACV (1)

Top co-authors

Xiaojie Yuan (23) Baohang Zhou (14) Xiangrui Cai (13) Kehui Song (11) Yu Zhao (10) Xuhui Sui (10) Huchuan Lu (7) Wenya Guo (6) Yoshua Bengio (6) Chen Li (5)

Keywords

multimodal learning (9) large language model (7) named entity recognition (6) attention mechanism (6) graph neural network (6) multi-task learning (5) recurrent neural network (4) few-shot learning (4) multi-modal learning (4) representation learning (4) knowledge base (4) generative adversarial network (3) convolutional neural network (3) continual learning (3) graph convolutional network (3) visual question answering (3) multivariate time series (3) catastrophic forgetting (3) knowledge distillation (3) missing value imputation (3)

Papers

Beyond Immediate Activation: Temporally Decoupled Backdoor Attacks on Time Series Forecasting AAAI 2026
KnowThyself: An Agentic Assistant for LLM Interpretability AAAI 2026
STEP-Nav: Spatial-Temporal Efficient Visual Token Pruning for Vision-and-Language Navigation with Large Language Models AAAI 2026
Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning AAAI 2026
Unlocking Multi-Modal Potentials for Link Prediction on Dynamic Text-Attributed Graphs AAAI 2026
WeGen: A Unified Model for Interactive Multimodal Generation as We Chat CVPR 2025
Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales AAAI 2025
CollageNoter: Real-Time and Adaptive Collage Layout Design for Screenshot-Based E-Note-Taking AAAI 2025
FedCross: Intertemporal Federated Learning Under Evolutionary Games AAAI 2025
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks ICLR 2025
DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving CVPR 2025
Enabling Efficient GPU Communication over Multiple NICs with FuseLink OSDI 2025
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision ICML 2025
Tree-of-AdEditor: Heuristic Tree Reasoning for Automated Video Advertisement Editing with Large Language Model IJCAI 2025
Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection CVPR 2025
LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation ICLR 2025
Look before You Leap: Dual Logical Verification for Knowledge-based Visual Question Generation COLING 2024
MCIL: Multimodal Counterfactual Instance Learning for Low-resource Entity-based Multimodal Information Extraction COLING 2024
AlterMOMA: Fusion Redundancy Pruning for Camera-LiDAR Fusion Models with Alternative Modality Masking NIPS 2024
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory CVPR 2024
Hypergraph Self-supervised Learning with Sampling-efficient Signals IJCAI 2024
Community-Invariant Graph Contrastive Learning ICML 2024
Can We Leave Deepfake Data Behind in Training Deepfake Detector? NIPS 2024
Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation AAAI 2024
Netcastle: Network Infrastructure Testing At Scale NSDI 2024
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision NIPS 2024
TimeR4 : Time-aware Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering EMNLP 2024
Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization EMNLP 2024
DPDLLM: A Black-box Framework for Detecting Pre-training Data from Large Language Models ACL 2024
MELOV: Multimodal Entity Linking with Optimized Visual Features in Latent Space ACL 2024
Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback ACL 2024
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning ECCV 2024
Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting COLING 2024
Detection, Diagnosis, and Explanation: A Benchmark for Chinese Medical Hallucination Evaluation COLING 2024
TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs NSDI 2023
Bidirectional Transformer Reranker for Grammatical Error Correction ACL 2023
AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis ACL 2023
From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment ACL 2023
Incorporating Object-Level Visual Context for Multimodal Fine-Grained Entity Typing EMNLP 2023
Practical Intent-driven Routing Configuration Synthesis NSDI 2023
BioFEG: Generate Latent Features for Biomedical Entity Linking EMNLP 2023
Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER EMNLP 2023
Selecting Key Views for Zero-Shot Entity Linking EMNLP 2023
Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark EMNLP 2023
Evolvable Network Telemetry at Facebook NSDI 2022
BadPrompt: Backdoor Attacks on Continuous Prompts NIPS 2022
Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022
A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition EMNLP 2022
Distribution Consistent Neural Architecture Search CVPR 2022
PICA: Point-Wise Instance and Centroid Alignment Based Few-Shot Domain Adaptive Object Detection With Loose Annotations WACV 2022
Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances COLING 2022
MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion EMNLP 2022
PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction EMNLP 2022
Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022
Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation AAAI 2021
A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis AAAI 2021
Similarity Reasoning and Filtration for Image-Text Matching AAAI 2021
Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning AAAI 2021
MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization AAAI 2021
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization ACL 2021
Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition ACL 2021
Model-Based 3D Hand Reconstruction via Self-Supervised Learning CVPR 2021
A Language Model-based Generative Classifier for Sentence-level Discourse Parsing EMNLP 2021
Audio2Gestures: Generating Diverse Gestures From Speech Audio With Conditional Variational Autoencoders ICCV 2021
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization IJCNLP 2021
Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition IJCNLP 2021
Communication-Efficient Distributed Covariance Sketch, with Application to Distributed PCA JMLR 2021
A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19 and Beyond NSDI 2021
Consensus-Aware Visual-Semantic Embedding for Image-Text Matching ECCV 2020
Risk Guarantee Prediction in Networked-Loans IJCAI 2020
GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions IJCAI 2020
Re-Attention for Visual Question Answering AAAI 2020
Alembic: Automated Model Inference for Stateful Network Functions NSDI 2019
EΒ²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation IJCAI 2019
Medical Concept Embedding with Time-Aware Attention IJCAI 2018
Deep Complex Networks ICLR 2018
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition INTERSPEECH 2018
Multivariate Time Series Imputation with Generative Adversarial Networks NIPS 2018
Deep Cross-Modal Projection Learning for Image-Text Matching ECCV 2018
Deep Mutual Learning CVPR 2018
Text Emotion Distribution Learning via Multi-Task Convolutional Neural Network IJCAI 2018
Professor Forcing: A New Algorithm for Training Recurrent Networks NIPS 2016
Sample-Specific SVM Learning for Person Re-Identification CVPR 2016
On Multiplicative Integration with Recurrent Neural Networks NIPS 2016
Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks INTERSPEECH 2016
Subspace Clustering by Mixture of Gaussian Regression CVPR 2015
Demo of iMAG Possibilities: MT-postediting, Translation Quality Evaluation, Parallel Corpus Production COLING 2012
Domain-Specific Query Translation for Multilingual Information Access using Machine Translation Augmented With Dictionaries Mined from Wikipedia IJCNLP 2008
Distributed Language Modeling for N-best List Re-ranking EMNLP 2006
Mining Key Phrase Translations from Web Corpora EMNLP 2005