Ying Zhang

KnowThyself: An Agentic Assistant for LLM Interpretability AAAI 2026 Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning AAAI 2026 IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation ACL 2026 IF-CRITIC: Towards a Fine-Grained LLM Critic for Instruction-Following Evaluation ACL 2026 Agent-based Substructure Counting under Local Differential Privacy ACL 2026 WebCoderBench: Benchmarking Web Application Generation with Comprehensive and Interpretable Evaluation Metrics ACL 2026 Unlocking Multi-Modal Potentials for Link Prediction on Dynamic Text-Attributed Graphs AAAI 2026 STEP-Nav: Spatial-Temporal Efficient Visual Token Pruning for Vision-and-Language Navigation with Large Language Models AAAI 2026 Beyond Timestamps: Bridging Forward and Backward Reasoning in Temporal Numerical and Relational Understanding ACL 2026 Empowering Tabular Data Preparation with Language Models: Why and How? ACL 2026 Beyond Immediate Activation: Temporally Decoupled Backdoor Attacks on Time Series Forecasting AAAI 2026 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 BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks ICLR 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 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 WeGen: A Unified Model for Interactive Multimodal Generation as We Chat CVPR 2025 DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving CVPR 2025 Tree-of-AdEditor: Heuristic Tree Reasoning for Automated Video Advertisement Editing with Large Language Model IJCAI 2025 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 Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation AAAI 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 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 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 Netcastle: Network Infrastructure Testing At Scale NSDI 2024 Can We Leave Deepfake Data Behind in Training Deepfake Detector? 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 SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning ECCV 2024 Community-Invariant Graph Contrastive Learning ICML 2024 AlterMOMA: Fusion Redundancy Pruning for Camera-LiDAR Fusion Models with Alternative Modality Masking NIPS 2024 Bidirectional Transformer Reranker for Grammatical Error Correction ACL 2023 Incorporating Object-Level Visual Context for Multimodal Fine-Grained Entity Typing EMNLP 2023 Selecting Key Views for Zero-Shot Entity Linking EMNLP 2023 BioFEG: Generate Latent Features for Biomedical Entity Linking EMNLP 2023 TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs NSDI 2023 Practical Intent-driven Routing Configuration Synthesis NSDI 2023 Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark EMNLP 2023 Structure and Label Constrained Data Augmentation for Cross-domain Few-shot NER EMNLP 2023 From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment ACL 2023 AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis ACL 2023 MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion EMNLP 2022 BadPrompt: Backdoor Attacks on Continuous Prompts NIPS 2022 Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022 Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances COLING 2022 Distribution Consistent Neural Architecture Search CVPR 2022 A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition EMNLP 2022 PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction EMNLP 2022 Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022 Evolvable Network Telemetry at Facebook NSDI 2022 PICA: Point-Wise Instance and Centroid Alignment Based Few-Shot Domain Adaptive Object Detection With Loose Annotations WACV 2022 A Language Model-based Generative Classifier for Sentence-level Discourse Parsing EMNLP 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 Model-Based 3D Hand Reconstruction via Self-Supervised Learning CVPR 2021 Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition ACL 2021 An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization ACL 2021 MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization AAAI 2021 Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation AAAI 2021 Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning AAAI 2021 Similarity Reasoning and Filtration for Image-Text Matching AAAI 2021 A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis AAAI 2021 Audio2Gestures: Generating Diverse Gestures From Speech Audio With Conditional Variational Autoencoders ICCV 2021 GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions IJCAI 2020 Risk Guarantee Prediction in Networked-Loans IJCAI 2020 Consensus-Aware Visual-Semantic Embedding for Image-Text Matching ECCV 2020 Re-Attention for Visual Question Answering AAAI 2020 Alembic: Automated Model Inference for Stateful Network Functions NSDI 2019 E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation IJCAI 2019 Medical Concept Embedding with Time-Aware Attention IJCAI 2018 Text Emotion Distribution Learning via Multi-Task Convolutional Neural Network IJCAI 2018 Deep Complex Networks ICLR 2018 Multivariate Time Series Imputation with Generative Adversarial Networks NIPS 2018 Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition INTERSPEECH 2018 Deep Mutual Learning CVPR 2018 Deep Cross-Modal Projection Learning for Image-Text Matching ECCV 2018 On Multiplicative Integration with Recurrent Neural Networks NIPS 2016 Professor Forcing: A New Algorithm for Training Recurrent Networks NIPS 2016 Sample-Specific SVM Learning for Person Re-Identification CVPR 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