Yi Zhang

TubeRMC: Tube-conditioned Reconstruction with Mutual Constraints for Weakly-supervised Spatio-Temporal Video Grounding AAAI 2026 TLoRA: Task-aware Low Rank Adaptation of Large Language Models ACL 2026 E-ViC: Reasoning Beyond Text via Embodied Visual Chain for Spatial Intelligence ACL 2026 CAFU: Constrained Alignment and Filtered Uniformity for Denoising Recommendation AAAI 2026 Fragile by Design: On the Limits of Adversarial Defenses in Personalized DreamBooth Generation AAAI 2026 Explicit Trait Inference for Multi-Agent Coordination ACL 2026 From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation ACL 2026 WebSynthesis: World Model-Guided Monte Carlo Tree Search for Efficient WebAgent Trajectory Synthesis ACL 2026 PromptPrism: A Linguistically-Inspired Taxonomy for Prompts EACL 2026 Do Large Language Models Think like the Brain? Sentence-Level Evidences from Layer-Wise Embeddings and fMRI AAAI 2026 Unlocking Dynamic Inter-Client Spatial Dependencies: A Federated Spatio-temporal Graph Learning Method for Traffic Flow Forecasting AAAI 2026 Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access AAAI 2026 VILTA: A VLM-in-the-Loop Adversary for Enhancing Driving Policy Robustness AAAI 2026 Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model CVPR 2025 Attributive Reasoning for Hallucination Diagnosis of Large Language Models AAAI 2025 CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation AAAI 2025 Reverse Imaging for Wide-spectrum Generalization of Cardiac MRI Segmentation MICCAI 2025 Physics-Informed Neural ODEs for Temporal Dynamics Modeling in Cardiac T1 Mapping MICCAI 2025 GrInAdapt: Source-free Multi-Target Domain Adaptation for Retinal Vessel Segmentation MICCAI 2025 Bridging Classical and Learning-based Iterative Registration through Deep Equilibrium Models MICCAI 2025 Asymmetric Matching in Abdominal Lymph Nodes of Follow-up CT Scans MICCAI 2025 Multi-Modal Data Exploration via Language Agents IJCNLP 2025 Multi-Modal Data Exploration via Language Agents AACL 2025 On Synthetic Data Strategies for Domain-Specific Generative Retrieval ACL 2025 CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions ACL 2025 Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method ACL 2025 TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues ACL 2025 DFLOW: Diverse Dialogue Flow Simulation with Large Language Models ACL 2025 A Study on Leveraging Search and Self-Feedback for Agent Reasoning ACL 2025 Testing Conditional Mean Independence Using Generative Neural Networks ICML 2025 From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering ICML 2025 MultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation ICML 2025 Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation ICML 2025 RBench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation ICML 2025 Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction ICLR 2025 DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization ICLR 2025 Language Representations Can be What Recommenders Need: Findings and Potentials ICLR 2025 Hire Me or Not? Examining Language Model’s Behavior with Occupation Attributes COLING 2025 Structured List-Grounded Question Answering COLING 2025 PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems ICLR 2025 RAGDiffusion: Faithful Cloth Generation via External Knowledge Assimilation ICCV 2025 Adversarial Training for Probabilistic Robustness ICCV 2025 HetGCoT: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Academic Question Answering EMNLP 2025 Equal Truth: Rumor Detection with Invariant Group Fairness EMNLP 2025 Beyond Dynamic Quantization: An Efficient Static Hierarchical Mix-precision Framework for Near-Lossless LLM Compression EMNLP 2025 IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs EMNLP 2025 MemInsight: Autonomous Memory Augmentation for LLM Agents EMNLP 2025 SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection EMNLP 2025 M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis EMNLP 2025 See Further When Clear: Curriculum Consistency Model CVPR 2025 Enhanced then Progressive Fusion with View Graph for Multi-View Clustering CVPR 2025 Adaptive Parameter Selection for Tuning Vision-Language Models CVPR 2025 Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels CVPR 2025 Copy or Not? Reference-Based Face Image Restoration with Fine Details WACV 2025 EasyRet3D: Uncalibrated Multi-View Multi-Human 3D Reconstruction and Tracking WACV 2025 Open Domain Question Answering with Conflicting Contexts NAACL 2025 DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment AAAI 2025 Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations AAAI 2025 InstantSticker: Realistic Decal Blending via Disentangled Object Reconstruction AAAI 2025 Correcting Large Language Model Behavior via Influence Function AAAI 2025 SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NIPS 2024 Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference NIPS 2024 Right this way: Can VLMs Guide Us to See More to Answer Questions? NIPS 2024 P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics NIPS 2024 MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NIPS 2024 PairingNet: A Learning-based Pair-searching and -matching Network for Image Fragments ECCV 2024 When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset ECCV 2024 LiteSAM is Actually what you Need for segment Everything ECCV 2024 ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models against Stochastic Perturbation ECCV 2024 Point Segment and Count: A Generalized Framework for Object Counting CVPR 2024 mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture EMNLP 2024 Learning To Adapt CLIP for Few-Shot Monocular Depth Estimation WACV 2024 MDCR: A Dataset for Multi-Document Conditional Reasoning EMNLP 2024 Conceptual Codebook Learning for Vision-Language Models ECCV 2024 Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding EMNLP 2024 FocalDreamer: Text-Driven 3D Editing via Focal-Fusion Assembly AAAI 2024 Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024 Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations AAAI 2024 Sample-Level Cross-View Similarity Learning for Incomplete Multi-View Clustering AAAI 2024 Tackling Vision Language Tasks through Learning Inner Monologues AAAI 2024 Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation AAAI 2024 Backward Compatibility During Data Updates by Weight Interpolation EACL 2024 Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval ACL 2024 StatBot.Swiss: Bilingual Open Data Exploration in Natural Language ACL 2024 Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk ACL 2024 Generating Images with 3D Annotations Using Diffusion Models ICLR 2024 EasyDrag: Efficient Point-based Manipulation on Diffusion Models CVPR 2024 MARCO: Multi-Agent Real-time Chat Orchestration EMNLP 2024 TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization NAACL 2024 TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting Models NIPS 2024 Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation CVPR 2024 Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology CVPR 2024 FlattenQuant: Breaking through the Inference Compute-bound for Large Language Models with Per-tensor Quantization COLING 2024 Domain Separation Graph Neural Networks for Saliency Object Ranking CVPR 2024 Textual Inversion and Self-supervised Refinement for Radiology Report Generation MICCAI 2024 Lost in Tracking: Uncertainty-guided Cardiac Cine MRI Segmentation at Right Ventricle Base MICCAI 2024 Inject Backdoor in Measured Data to Jeopardize Full-Stack Medical Image Analysis System MICCAI 2024 Deep-learning-based groupwise registration for motion correction of cardiac T1 mapping MICCAI 2024 DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data CVPR 2024 Frequency-Modulated Point Cloud Rendering With Easy Editing CVPR 2023 Learning threshold neurons via edge of stability NIPS 2023 A Unified Conditional Framework for Diffusion-based Image Restoration NIPS 2023 Boosting Point Clouds Rendering via Radiance Mapping AAAI 2023 DFEE: Interactive DataFlow Execution and Evaluation Kit AAAI 2023 Conversation Style Transfer using Few-Shot Learning AACL 2023 Aerial Vision-and-Dialog Navigation ACL 2023 NatCS: Eliciting Natural Customer Support Dialogues ACL 2023 Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games ACL 2023 Learning Query Adaptive Anchor Representation for Inductive Relation Prediction ACL 2023 A Simple Baseline for Video Restoration With Grouped Spatial-Temporal Shift CVPR 2023 Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion EACL 2023 Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification EMNLP 2023 Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023 3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose Estimation ICCV 2023 Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification ICCV 2023 Learning Shape Primitives via Implicit Convexity Regularization ICCV 2023 Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape ICCV 2023 The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot Image Generation ICCV 2023 What Makes Convolutional Models Great on Long Sequence Modeling? ICLR 2023 From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping IJCAI 2023 Conversation Style Transfer using Few-Shot Learning IJCNLP 2023 Augmented Transfer Regression Learning with Semi-non-parametric Nuisance Models JMLR 2023 VeCare: Statistical Acoustic Sensing for Automotive In-Cabin Monitoring NSDI 2023 SLNet: A Spectrogram Learning Neural Network for Deep Wireless Sensing NSDI 2023 The NiuTrans Machine Translation Systems for WMT22 EMNLP 2022 Explicit Occlusion Reasoning for Multi-Person 3D Human Pose Estimation ECCV 2022 Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems EMNLP 2022 IDR: Self-Supervised Image Denoising via Iterative Data Refinement CVPR 2022 Optimal Transport for Label-Efficient Visible-Infrared Person Re-identification ECCV 2022 Semi-supervised Learning with Multi-Head Co-Training AAAI 2022 Tailor Versatile Multi-Modal Learning for Multi-Label Emotion Recognition AAAI 2022 Fusion Multiple Kernel K-means AAAI 2022 Self-supervised representations for multi-view reinforcement learning UAI 2022 Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder AAAI 2022 Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation CORL 2022 Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel NIPS 2022 Measuring and Reducing Model Update Regression in Structured Prediction for NLP NIPS 2022 Design Challenges for a Multi-Perspective Search Engine NAACL 2022 Dialogue Meaning Representation for Task-Oriented Dialogue Systems EMNLP 2022 On Predicting Generalization using GANs ICLR 2022 Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System ACL 2022 Label Semantic Aware Pre-training for Few-shot Text Classification ACL 2022 Learning Degradation Representations for Image Deblurring ECCV 2022 Rethinking Noise Synthesis and Modeling in Raw Denoising ICCV 2021 Localized Simple Multiple Kernel K-Means ICCV 2021 RevMan: Revenue-aware Multi-task Online Insurance Recommendation AAAI 2021 What is Your Article Based On? Inferring Fine-grained Provenance ACL 2021 DASZL: Dynamic Action Signatures for Zero-shot Learning AAAI 2021 Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates ACL 2021 RGB-D Salient Object Detection via 3D Convolutional Neural Networks AAAI 2021 Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates IJCNLP 2021 What is Your Article Based On? Inferring Fine-grained Provenance IJCNLP 2021 Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings EMNLP 2021 Context-aware Cross-level Fusion Network for Camouflaged Object Detection IJCAI 2021 An Aligned Subgraph Kernel Based on Discrete-Time Quantum Walk ACML 2021 Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 2021 Robust Speaker Extraction Network Based on Iterative Refined Adaptation INTERSPEECH 2021 Learning to Decompose and Organize Complex Tasks NAACL 2021 ODIST: Open World Classification via Distributionally Shifted Instances EMNLP 2021 Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks EMNLP 2021 A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models NAACL 2021 A Comparative Study on Schema-Guided Dialogue State Tracking NAACL 2021 RESA: Recurrent Feature-Shift Aggregator for Lane Detection AAAI 2021 Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection INTERSPEECH 2021 Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets? ICLR 2021 Deformable TDNN with Adaptive Receptive Fields for Speech Recognition INTERSPEECH 2021 One Pass Late Fusion Multi-view Clustering ICML 2021 Salient Object Ranking With Position-Preserved Attention ICCV 2021 Over-parameterized Adversarial Training: An Analysis Overcoming the Curse of Dimensionality NIPS 2020 Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation ECCV 2020 Extreme Tensoring for Low-Memory Preconditioning ICLR 2020 ICNet: Intra-saliency Correlation Network for Co-Saliency Detection NIPS 2020 No-Regret Prediction in Marginally Stable Systems COLT 2020 Calibration, Entropy Rates, and Memory in Language Models ICML 2020 A Sample Complexity Separation between Non-Convex and Convex Meta-Learning ICML 2020 Conv-TasSAN: Separative Adversarial Network Based on Conv-TasNet INTERSPEECH 2020 On Loss Functions and Recurrency Training for GAN-Based Speech Enhancement Systems INTERSPEECH 2020 Generative Adversarial Network Based Acoustic Echo Cancellation INTERSPEECH 2020 Learning to Classify Intents and Slot Labels Given a Handful of Examples ACL 2020 “Who said it, and Why?” Provenance for Natural Language Claims ACL 2020 Parallel Data Augmentation for Formality Style Transfer ACL 2020 Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models EMNLP 2020 Context Analysis for Pre-trained Masked Language Models EMNLP 2020 Semantics-Enhanced Adversarial Nets for Text-to-Image Synthesis ICCV 2019 Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data IJCNLP 2019 Amazon at MRP 2019: Parsing Meaning Representations with Lexical and Phrasal Anchoring CONLL 2019 Efficient Full-Matrix Adaptive Regularization ICML 2019 Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation CONLL 2019 Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data EMNLP 2019 Evidence-based Trustworthiness ACL 2019 On Reinforcement Learning for Full-Length Game of StarCraft AAAI 2019 Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets NIPS 2019 Not-So-Random Features ICLR 2018 Learning Sentiment Memories for Sentiment Modification without Parallel Data EMNLP 2018 A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation EMNLP 2018 Stronger Generalization Bounds for Deep Nets via a Compression Approach ICML 2018 Spectral Filtering for General Linear Dynamical Systems NIPS 2018 Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? COLING 2018 PSANet: Point-wise Spatial Attention Network for Scene Parsing ECCV 2018 Do GANs learn the distribution? Some Theory and Empirics ICLR 2018 Scalable Wide and Deep Learning for Computer Assisted Coding NAACL 2018 Generalization and Equilibrium in Generative Adversarial Nets (GANs) ICML 2017 Towards Understanding the Invertibility of Convolutional Neural Networks IJCAI 2017 Entity Suggestion with Conceptual Expanation IJCAI 2017 Learning Defining Features for Categories IJCAI 2016 Line-Based Multi-Label Energy Optimization for Fisheye Image Rectification and Calibration CVPR 2015 Deep Visual Analogy-Making NIPS 2015 SemEval 2014 Task 8: Broad-Coverage Semantic Dependency Parsing SEMEVAL 2014 Blur Processing Using Double Discrete Wavelet Transform CVPR 2013 Sentence Realization with Unlexicalized Tree Linearization Grammars COLING 2012 A Composite Likelihood View for Multi-Label Classification AISTATS 2012 Parser Evaluation over Local and Non-Local Deep Dependencies in a Large Corpus EMNLP 2011 Multi-Label Output Codes using Canonical Correlation Analysis AISTATS 2011 An Empirical Comparison of Unknown Word Prediction Methods IJCNLP 2011 Chart Mining-based Lexical Acquisition with Precision Grammars NAACL 2010 Learning Multiple Tasks with a Sparse Matrix-Normal Penalty NIPS 2010 MARS: A Specialized RTE System for Parser Evaluation SEMEVAL 2010 Discriminant Ranking for Efficient Treebanking COLING 2010 Contextual Recommendation based on Text Mining COLING 2010 Constraining robust constructions for broad-coverage parsing with precision grammars COLING 2010 Cross-Domain Dependency Parsing Using a Deep Linguistic Grammar IJCNLP 2009 A Non-negative Matrix Tri-factorization Approach to Sentiment Classification with Lexical Prior Knowledge ACL 2009 A Non-negative Matrix Tri-factorization Approach to Sentiment Classification with Lexical Prior Knowledge IJCNLP 2009 Hybrid Multilingual Parsing with HPSG for SRL CONLL 2009 Cross-Domain Dependency Parsing Using a Deep Linguistic Grammar ACL 2009 Recognizing Textual Relatedness with Predicate-Argument Structures EMNLP 2009 Chinese Novelty Mining EMNLP 2009 The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple Languages CONLL 2009 Learning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Text NIPS 2008 Mapping between Compositional Semantic Representations and Lexical Semantic Resources: Towards Accurate Deep Semantic Parsing ACL 2008 Hybrid Learning of Dependency Structures from Heterogeneous Linguistic Resources CONLL 2008 Validation and Evaluation of Automatically Acquired Multiword Expressions for Grammar Engineering EMNLP 2007 Validation and Evaluation of Automatically Acquired Multiword Expressions for Grammar Engineering CONLL 2007 Ensemble Pruning Via Semi-definite Programming JMLR 2006 Combining Multiple Forms of Evidence While Filtering EMNLP 2005