← Authors

Yi Zhang

230 papers · 2005–2026 · 27 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (38) 🧭 Keyword Pioneer 🌍 Conference Polyglot (27) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (20) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🏠 Conference Loyalist (23) 🌟 Keyword Trendsetter Combo (9) 🀝 Dynamic Duo (12) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ† Keyword Champion πŸ† Grand Slam πŸ‘₯ Mega-Team (20) πŸ”¬ Deep Specialist (21) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (21) ❓ The Questioner (12) πŸ’Ž Century Club (221) πŸ—ƒοΈ Keyword Collector (107) ⚑ Prolific Year (9)

Conferences

AAAI (30) EMNLP (29) ACL (24) NIPS (17) CVPR (16) ICML (11) ICLR (11) ICCV (11) ECCV (10) MICCAI (9) NAACL (8) COLING (8) IJCNLP (8) CONLL (6) INTERSPEECH (6) IJCAI (6) WACV (3) EACL (3) AISTATS (2) JMLR (2) AACL (2) NSDI (2) SEMEVAL (2) ACML (1) COLT (1) UAI (1) CORL (1)

Top co-authors

Dan Roth (12) Saab Mansour (11) Xinwang Liu (11) Elman Mansimov (11) Siwei Wang (8) Yi-An Lai (8) Sanjeev Arora (8) Xu Sun (7) Rui Wang (7) Alan Yuille (7)

Research topics

Science (1)

Keywords

large language model (19) generative model (9) information retrieval (9) neural network (9) few-shot learning (8) knowledge distillation (7) representation learning (7) convolutional neural network (6) task-oriented dialogue (6) transfer learning (6) image generation (5) intent classification (5) unsupervised learning (5) generative adversarial network (5) graph neural network (5) attention mechanism (5) contrastive learning (5) diffusion model (5) multi-task learning (4) object detection (4)

Papers

Fragile by Design: On the Limits of Adversarial Defenses in Personalized DreamBooth Generation AAAI 2026
Do Large Language Models Think like the Brain? Sentence-Level Evidences from Layer-Wise Embeddings and fMRI AAAI 2026
PromptPrism: A Linguistically-Inspired Taxonomy for Prompts EACL 2026
CAFU: Constrained Alignment and Filtered Uniformity for Denoising Recommendation AAAI 2026
TubeRMC: Tube-conditioned Reconstruction with Mutual Constraints for Weakly-supervised Spatio-Temporal Video Grounding AAAI 2026
VILTA: A VLM-in-the-Loop Adversary for Enhancing Driving Policy Robustness AAAI 2026
Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access AAAI 2026
Unlocking Dynamic Inter-Client Spatial Dependencies: A Federated Spatio-temporal Graph Learning Method for Traffic Flow Forecasting AAAI 2026
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
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
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
Hire Me or Not? Examining Language Model’s Behavior with Occupation Attributes COLING 2025
Structured List-Grounded Question Answering COLING 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
Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model CVPR 2025
Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels CVPR 2025
See Further When Clear: Curriculum Consistency Model CVPR 2025
Copy or Not? Reference-Based Face Image Restoration with Fine Details WACV 2025
Multi-Modal Data Exploration via Language Agents AACL 2025
EasyRet3D: Uncalibrated Multi-View Multi-Human 3D Reconstruction and Tracking WACV 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
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
Asymmetric Matching in Abdominal Lymph Nodes of Follow-up CT Scans MICCAI 2025
Enhanced then Progressive Fusion with View Graph for Multi-View Clustering CVPR 2025
Open Domain Question Answering with Conflicting Contexts NAACL 2025
Adaptive Parameter Selection for Tuning Vision-Language Models CVPR 2025
Reverse Imaging for Wide-spectrum Generalization of Cardiac MRI Segmentation MICCAI 2025
Multi-Modal Data Exploration via Language Agents IJCNLP 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
Testing Conditional Mean Independence Using Generative Neural Networks ICML 2025
Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction ICLR 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
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
EasyDrag: Efficient Point-based Manipulation on Diffusion Models CVPR 2024
TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting Models NIPS 2024
Backward Compatibility During Data Updates by Weight Interpolation EACL 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
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NIPS 2024
P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics NIPS 2024
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
Learning To Adapt CLIP for Few-Shot Monocular Depth Estimation WACV 2024
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization NAACL 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
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
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
FlattenQuant: Breaking through the Inference Compute-bound for Large Language Models with Per-tensor Quantization COLING 2024
MDCR: A Dataset for Multi-Document Conditional Reasoning EMNLP 2024
mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture EMNLP 2024
MARCO: Multi-Agent Real-time Chat Orchestration EMNLP 2024
Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens Grounding EMNLP 2024
Conceptual Codebook Learning for Vision-Language Models ECCV 2024
Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology CVPR 2024
Domain Separation Graph Neural Networks for Saliency Object Ranking CVPR 2024
DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data CVPR 2024
Point Segment and Count: A Generalized Framework for Object Counting CVPR 2024
Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation CVPR 2024
Learning Query Adaptive Anchor Representation for Inductive Relation Prediction ACL 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
A Simple Baseline for Video Restoration With Grouped Spatial-Temporal Shift CVPR 2023
Frequency-Modulated Point Cloud Rendering With Easy Editing 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
Semi-supervised Learning with Multi-Head Co-Training AAAI 2022
Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems EMNLP 2022
Design Challenges for a Multi-Perspective Search Engine NAACL 2022
Label Semantic Aware Pre-training for Few-shot Text Classification ACL 2022
Dialogue Meaning Representation for Task-Oriented Dialogue Systems EMNLP 2022
The NiuTrans Machine Translation Systems for WMT22 EMNLP 2022
Self-supervised representations for multi-view reinforcement learning UAI 2022
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder AAAI 2022
IDR: Self-Supervised Image Denoising via Iterative Data Refinement CVPR 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
Fusion Multiple Kernel K-means AAAI 2022
Tailor Versatile Multi-Modal Learning for Multi-Label Emotion Recognition AAAI 2022
On Predicting Generalization using GANs ICLR 2022
Explicit Occlusion Reasoning for Multi-Person 3D Human Pose Estimation ECCV 2022
Learning Degradation Representations for Image Deblurring ECCV 2022
Optimal Transport for Label-Efficient Visible-Infrared Person Re-identification ECCV 2022
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System ACL 2022
Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 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
RGB-D Salient Object Detection via 3D Convolutional Neural Networks AAAI 2021
DASZL: Dynamic Action Signatures for Zero-shot Learning AAAI 2021
RESA: Recurrent Feature-Shift Aggregator for Lane Detection AAAI 2021
Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks EMNLP 2021
Salient Object Ranking With Position-Preserved Attention ICCV 2021
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
ODIST: Open World Classification via Distributionally Shifted Instances EMNLP 2021
Learning to Decompose and Organize Complex Tasks NAACL 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
Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets? ICLR 2021
An Aligned Subgraph Kernel Based on Discrete-Time Quantum Walk ACML 2021
Robust Speaker Extraction Network Based on Iterative Refined Adaptation INTERSPEECH 2021
Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection INTERSPEECH 2021
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings EMNLP 2021
One Pass Late Fusion Multi-view Clustering ICML 2021
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates ACL 2021
What is Your Article Based On? Inferring Fine-grained Provenance ACL 2021
Deformable TDNN with Adaptive Receptive Fields for Speech Recognition INTERSPEECH 2021
Context-aware Cross-level Fusion Network for Camouflaged Object Detection IJCAI 2021
Over-parameterized Adversarial Training: An Analysis Overcoming the Curse of Dimensionality NIPS 2020
On Loss Functions and Recurrency Training for GAN-Based Speech Enhancement Systems INTERSPEECH 2020
Generative Adversarial Network Based Acoustic Echo Cancellation INTERSPEECH 2020
Calibration, Entropy Rates, and Memory in Language Models ICML 2020
A Sample Complexity Separation between Non-Convex and Convex Meta-Learning ICML 2020
No-Regret Prediction in Marginally Stable Systems COLT 2020
Extreme Tensoring for Low-Memory Preconditioning ICLR 2020
Learning to Classify Intents and Slot Labels Given a Handful of Examples ACL 2020
Context Analysis for Pre-trained Masked Language Models EMNLP 2020
ICNet: Intra-saliency Correlation Network for Co-Saliency Detection NIPS 2020
Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models EMNLP 2020
Synthesize then Compare: Detecting Failures and Anomalies for Semantic Segmentation ECCV 2020
β€œWho said it, and Why?” Provenance for Natural Language Claims ACL 2020
Conv-TasSAN: Separative Adversarial Network Based on Conv-TasNet INTERSPEECH 2020
Parallel Data Augmentation for Formality Style Transfer ACL 2020
Amazon at MRP 2019: Parsing Meaning Representations with Lexical and Phrasal Anchoring CONLL 2019
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data EMNLP 2019
Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation CONLL 2019
Semantics-Enhanced Adversarial Nets for Text-to-Image Synthesis ICCV 2019
On Reinforcement Learning for Full-Length Game of StarCraft AAAI 2019
Efficient Full-Matrix Adaptive Regularization ICML 2019
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data IJCNLP 2019
Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets NIPS 2019
Evidence-based Trustworthiness ACL 2019
Not-So-Random Features ICLR 2018
Learning Sentiment Memories for Sentiment Modification without Parallel Data EMNLP 2018
Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? COLING 2018
Do GANs learn the distribution? Some Theory and Empirics ICLR 2018
Scalable Wide and Deep Learning for Computer Assisted Coding NAACL 2018
Spectral Filtering for General Linear Dynamical Systems NIPS 2018
A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation EMNLP 2018
PSANet: Point-wise Spatial Attention Network for Scene Parsing ECCV 2018
Stronger Generalization Bounds for Deep Nets via a Compression Approach ICML 2018
Towards Understanding the Invertibility of Convolutional Neural Networks IJCAI 2017
Generalization and Equilibrium in Generative Adversarial Nets (GANs) ICML 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
Contextual Recommendation based on Text Mining COLING 2010
Constraining robust constructions for broad-coverage parsing with precision grammars COLING 2010
Chart Mining-based Lexical Acquisition with Precision Grammars NAACL 2010
Discriminant Ranking for Efficient Treebanking COLING 2010
Learning Multiple Tasks with a Sparse Matrix-Normal Penalty NIPS 2010
MARS: A Specialized RTE System for Parser Evaluation SEMEVAL 2010
A Non-negative Matrix Tri-factorization Approach to Sentiment Classification with Lexical Prior Knowledge IJCNLP 2009
Cross-Domain Dependency Parsing Using a Deep Linguistic Grammar IJCNLP 2009
The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple Languages CONLL 2009
Hybrid Multilingual Parsing with HPSG for SRL CONLL 2009
A Non-negative Matrix Tri-factorization Approach to Sentiment Classification with Lexical Prior Knowledge ACL 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
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 CONLL 2007
Validation and Evaluation of Automatically Acquired Multiword Expressions for Grammar Engineering EMNLP 2007
Ensemble Pruning Via Semi-definite Programming JMLR 2006
Combining Multiple Forms of Evidence While Filtering EMNLP 2005