← Authors

Yang Zhang

212 papers · 2006–2026 · 23 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (31) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (9) 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (19) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (22) 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (39) πŸ‘‘ Triple Crown πŸ† Keyword Champion πŸ† Grand Slam πŸ‘₯ Mega-Team (32) πŸ”¬ Deep Specialist (20) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (16) ❓ The Questioner (5) πŸ’Ž Century Club (194) πŸ—ƒοΈ Keyword Collector (85) ⚑ Prolific Year (41)

Conferences

ICML (27) AAAI (26) ACL (21) NIPS (18) EMNLP (18) INTERSPEECH (15) IJCAI (13) ICCV (13) CVPR (13) ICLR (11) NAACL (8) EACL (5) ECCV (5) COLING (5) IJCNLP (3) WACV (3) OSDI (2) CORL (1) AISTATS (1) ACML (1) MICCAI (1) AACL (1) NSDI (1)

Top co-authors

Shiyu Chang (40) Dong Wang (17) Michael Backes (16) Kaizhi Qian (15) Lanyu Shang (11) Fuli Feng (10) Yujian Liu (9) Tommi Jaakkola (9) Zhenrui Yue (9) Huimin Zeng (9)

Research topics

Privacy (5) Computer Vision (1) Natural Language Processing (1) Synthesis (1)

Keywords

large language model (27) representation learning (11) diffusion model (9) adversarial attack (8) neural network (7) contrastive learning (7) jailbreak attack (6) model compression (6) language model (6) generative model (6) self-supervised learning (6) transfer learning (6) few-shot learning (6) adversarial robustness (6) lottery ticket hypothesis (5) semantic segmentation (5) reinforcement learning (5) attention mechanism (5) zero-shot learning (5) recommendation system (5)

Papers

Right Branches Matter in Failure-based Variable Ordering Heuristics AAAI 2026
SL-CBM: Enhancing Concept Bottleneck Models with Semantic Locality for Better Interpretability AAAI 2026
Don’t Start Over: A Cost-Effective Framework for Migrating Personalized Prompts Between LLMs AAAI 2026
UDA: Unsupervised Debiasing Alignment for Pair-wise LLM-as-a-Judge AAAI 2026
Pre-Trained Video Generative Models as World Simulators AAAI 2026
Plug-and-Play Parameter-Efficient Tuning of Embeddings for Federated Recommendation AAAI 2026
SAME: Spatial-Aware Multimodal Egocentric Human Pose Estimation AAAI 2026
Scene Experts: Specializing in 3D Gaussian Splatting with Adaptive Decomposition AAAI 2026
Coordinated Humanoid Robot Locomotion with Symmetry Equivariant Reinforcement Learning Policy AAAI 2026
UniToolBench: A Benchmark for Tool-Augmented LLMs in Cross-Domain, Universal Task Automation EACL 2026
Beyond Random Sampling: Efficient Language Model Pretraining via Curriculum Learning EACL 2026
The Curse of Verbalization: How Presentation Order Constrains LLM Reasoning EACL 2026
Defeating Cerberus: Privacy-Leakage Mitigation in Vision Language Models EACL 2026
Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation AAAI 2026
A Reinforcement Learning Framework for Robust and Secure LLM Watermarking EACL 2026
Subspace-Aware Graph Construction and Contrastive Alignment for Multimodal Recommendation with Large Language Models AAAI 2026
QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression AAAI 2026
Keep On Going: Learning Robust Humanoid Motion Skills via Selective Adversarial Training AAAI 2026
LDIP: Long Distance Information Propagation for Video Super-Resolution ICCV 2025
Anti-Tamper Protection for Unauthorized Individual Image Generation ICCV 2025
VIoTGPT: Learning to Schedule Vision Tools Towards Intelligent Video Internet of Things AAAI 2025
Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation AAAI 2025
SIDE: Socially Informed Drought Estimation Toward Understanding Societal Impact Dynamics of Environmental Crisis AAAI 2025
Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing AACL 2025
CLIP-Fusion: A Spatio-Temporal Quality Metric for Frame Interpolation WACV 2025
Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production NSDI 2025
Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools NAACL 2025
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation NAACL 2025
When GPT Spills the Tea: Comprehensive Assessment of Knowledge File Leakage in GPTs ACL 2025
JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs ACL 2025
Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media ACL 2025
A Self-Denoising Model for Robust Few-Shot Relation Extraction ACL 2025
Online Iterative Self-Alignment for Radiology Report Generation ACL 2025
Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration ACL 2025
K-order Ranking Preference Optimization for Large Language Models ACL 2025
Customizing In-context Learning for Dynamic Interest Adaption in LLM-based Recommendation ACL 2025
Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning ACL 2025
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization ACL 2025
PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025
Automated Characterization of Myocardial Scar Topological Patterns for Ventricular Tachycardia Screening MICCAI 2025
Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing IJCNLP 2025
A Multimodal AI Dialogue System for Unified Document, Visual, and Audio Interaction IJCAI 2025
Bidirectional Human–AI Collaboration for Equitable Student Performance Prediction via Deep Uncertainty Learning IJCAI 2025
Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models IJCAI 2025
Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning IJCAI 2025
AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N ICML 2025
The Ripple Effect: On Unforeseen Complications of Backdoor Attacks ICML 2025
Q-Supervised Contrastive Representation: A State Decoupling Framework for Safe Offline Reinforcement Learning ICML 2025
CommVQ: Commutative Vector Quantization for KV Cache Compression ICML 2025
Task-Agnostic Pre-training and Task-Guided Fine-tuning for Versatile Diffusion Planner ICML 2025
A Hitchhiker’s Guide to Scaling Law Estimation ICML 2025
CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance ICML 2025
SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation ICLR 2025
Planning Anything with Rigor: General-Purpose Zero-Shot Planning with LLM-based Formalized Programming ICLR 2025
Minimalist Concept Erasure in Generative Models ICML 2025
Bridging the Gap between Gaussian Diffusion Models and Universal Quantization for Image Compression CVPR 2025
DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance ICLR 2025
Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning ICLR 2025
Contrastive Forward Prediction Reinforcement Learning for Adaptive Fault-Tolerant Legged Robots CORL 2025
Online Preference Alignment for Language Models via Count-based Exploration ICLR 2025
Agreement aware and dissimilarity oriented GLOM ICCV 2025
Event-guided HDR Reconstruction with Diffusion Priors ICCV 2025
Hate in Plain Sight: On the Risks of Moderating AI-Generated Hateful Illusions ICCV 2025
LOTA: Bit-Planes Guided AI-Generated Image Detection ICCV 2025
EMHI: A Multimodal Egocentric Human Motion Dataset with HMD and Body-Worn IMUs AAAI 2025
DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes AAAI 2025
Latent Inter-User Difference Modeling for LLM Personalization EMNLP 2025
Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification EMNLP 2025
Decoding in Latent Spaces for Efficient Inference in LLM-based Recommendation EMNLP 2025
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion EMNLP 2025
Plug-in Feedback Self-adaptive Attention in CLIP for Training-free Open-Vocabulary Segmentation ICCV 2025
VSP: Diagnosing the Dual Challenges of Perception and Reasoning in Spatial Planning Tasks for MLLMs ICCV 2025
Polyper: Boundary Sensitive Polyp Segmentation AAAI 2024
HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion NIPS 2024
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference NIPS 2024
ProgressGym: Alignment with a Millennium of Moral Progress NIPS 2024
LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing NIPS 2024
Learning Distinguishable Trajectory Representation with Contrastive Loss NIPS 2024
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization NIPS 2024
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NIPS 2024
Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis AAAI 2024
Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024
Are LLM-based Evaluators Confusing NLG Quality Criteria? ACL 2024
Retrieval Augmented Fact Verification by Synthesizing Contrastive Arguments ACL 2024
Fair Federated Learning with Biased Vision-Language Models ACL 2024
Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction ACL 2024
Correcting Diffusion Generation through Resampling CVPR 2024
APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation CVPR 2024
HMD-Poser: On-Device Real-time Human Motion Tracking from Scalable Sparse Observations CVPR 2024
TimeCraft: Navigate Weakly-Supervised Temporal Grounded Video Question Answering via Bi-directional Reasoning ECCV 2024
CatchBackdoor: Backdoor Detection via Critical Trojan Neural Path Fuzzing ECCV 2024
Enhancing Semantic Fidelity in Text-to-Image Synthesis: Attention Regulation in Diffusion Models ECCV 2024
PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling EMNLP 2024
Reconstruct Your Previous Conversations! Comprehensively Investigating Privacy Leakage Risks in Conversations with GPT Models EMNLP 2024
Revisiting Who’s Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective EMNLP 2024
Decoding Matters: Addressing Amplification Bias and Homogeneity Issue in Recommendations for Large Language Models EMNLP 2024
ModSCAN: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities EMNLP 2024
Large Language Models Are Involuntary Truth-Tellers: Exploiting Fallacy Failure for Jailbreak Attacks EMNLP 2024
The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural Perspective EMNLP 2024
Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering EMNLP 2024
Investigating Layer Importance in Large Language Models EMNLP 2024
Speech Self-Supervised Learning Using Diffusion Model Synthetic Data ICML 2024
Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling ICML 2024
Accurate LoRA-Finetuning Quantization of LLMs via Information Retention ICML 2024
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright BreachesWithout Adjusting Finetuning Pipeline ICML 2024
Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning ICML 2024
EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction ICML 2024
Continual Compositional Zero-Shot Learning IJCAI 2024
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models NAACL 2024
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation NAACL 2024
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing NAACL 2024
Composite Backdoor Attacks Against Large Language Models NAACL 2024
Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models WACV 2024
NOTABLE: Transferable Backdoor Attacks Against Prompt-based NLP Models ACL 2023
On Optimizing Model Generality in AI-based Disaster Damage Assessment: A Subjective Logic-driven Crowd-AI Hybrid Learning Approach IJCAI 2023
Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning? ICLR 2023
Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders CVPR 2023
Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models CVPR 2023
Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer IJCAI 2023
SAP-DETR: Bridging the Gap Between Salient Points and Queries-Based Transformer Detector for Fast Model Convergency CVPR 2023
On Adversarial Robustness of Demographic Fairness in Face Attribute Recognition IJCAI 2023
Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis ICCV 2023
Dual Memory Aggregation Network for Event-Based Object Detection with Learnable Representation AAAI 2023
Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network AAAI 2023
A Crowd-AI Collaborative Duo Relational Graph Learning Framework towards Social Impact Aware Photo Classification AAAI 2023
Unifying Margin-Based Softmax Losses in Face Recognition WACV 2023
MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning ACL 2023
NL2TL: Transforming Natural Languages to Temporal Logics using Large Language Models EMNLP 2023
TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization ICLR 2023
PromptBoosting: Black-Box Text Classification with Ten Forward Passes ICML 2023
Generated Graph Detection ICML 2023
Data Poisoning Attacks Against Multimodal Encoders ICML 2023
Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning ICML 2023
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models ICML 2023
Adversarial Support Alignment ICLR 2022
Semi-Leak: Membership Inference Attacks against Semi-Supervised Learning ECCV 2022
TempFormer: Temporally Consistent Transformer for Video Denoising ECCV 2022
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training ICML 2022
ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers ICML 2022
Fairness Reprogramming NIPS 2022
Amplifying Membership Exposure via Data Poisoning NIPS 2022
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing NIPS 2022
BiFSMN: Binary Neural Network for Keyword Spotting IJCAI 2022
On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks IJCAI 2022
Crowd, Expert & AI: A Human-AI Interactive Approach Towards Natural Language Explanation Based COVID-19 Misinformation Detection IJCAI 2022
MFA-Conformer: Multi-scale Feature Aggregation Conformer for Automatic Speaker Verification INTERSPEECH 2022
Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition INTERSPEECH 2022
Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization INTERSPEECH 2022
WavPrompt: Towards Few-Shot Spoken Language Understanding with Frozen Language Models INTERSPEECH 2022
Exploring Timbre Disentanglement in Non-Autoregressive Cross-Lingual Text-to-Speech INTERSPEECH 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022
An Adversarial Framework for Generating Unseen Images by Activation Maximization AAAI 2022
Linking Emergent and Natural Languages via Corpus Transfer ICLR 2022
Coordination Between Individual Agents in Multi-Agent Reinforcement Learning AAAI 2021
Frustratingly Simple Few-Shot Slot Tagging ACL 2021
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators ICML 2021
The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models CVPR 2021
Zero-Shot Cross-Lingual Phonetic Recognition with External Language Embedding INTERSPEECH 2021
Speech Denoising with Auditory Models INTERSPEECH 2021
Hi-Fi Multi-Speaker English TTS Dataset INTERSPEECH 2021
Voting for the Right Answer: Adversarial Defense for Speaker Verification INTERSPEECH 2021
NeMo Inverse Text Normalization: From Development to Production INTERSPEECH 2021
NeMo (Inverse) Text Normalization: From Development to Production INTERSPEECH 2021
Panoptic-PolarNet: Proposal-Free LiDAR Point Cloud Panoptic Segmentation CVPR 2021
BCORLE($\lambda$): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market NIPS 2021
Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information NIPS 2021
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks NIPS 2021
Understanding Interlocking Dynamics of Cooperative Rationalization NIPS 2021
Global Prosody Style Transfer Without Text Transcriptions ICML 2021
SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-Powered Intelligent PhlatCam ICCV 2021
A General Recurrent Tracking Framework Without Real Data ICCV 2021
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition NIPS 2021
Frustratingly Simple Few-Shot Slot Tagging IJCNLP 2021
User Retention: A Causal Approach with Triple Task Modeling IJCAI 2021
AntMan: Dynamic Scaling on GPU Clusters for Deep Learning OSDI 2020
Dual Attention Model for Citation Recommendation COLING 2020
SQL Generation via Machine Reading Comprehension COLING 2020
Mention Extraction and Linking for SQL Query Generation EMNLP 2020
BioMegatron: Larger Biomedical Domain Language Model EMNLP 2020
Crowd-Assisted Disaster Scene Assessment with Human-AI Interactive Attention AAAI 2020
Invariant Rationalization ICML 2020
Unsupervised Speech Decomposition via Triple Information Bottleneck ICML 2020
FASTMATCH: Accelerating the Inference of BERT-based Text Matching COLING 2020
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation CVPR 2020
Copy and Paste GAN: Face Hallucination From Shaded Thumbnails CVPR 2020
The Lottery Ticket Hypothesis for Pre-trained BERT Networks NIPS 2020
Deep Symbolic Superoptimization Without Human Knowledge ICLR 2020
VAE-Based Regularization for Deep Speaker Embedding INTERSPEECH 2019
Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control IJCNLP 2019
Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control EMNLP 2019
CAMOU: Learning Physical Vehicle Camouflages to Adversarially Attack Detectors in the Wild ICLR 2019
A Game Theoretic Approach to Class-wise Selective Rationalization NIPS 2019
AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss ICML 2019
Fairwalk: Towards Fair Graph Embedding IJCAI 2019
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization Without Accessing Target Domain Data ICCV 2019
A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations ICML 2018
Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification COLING 2018
LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition INTERSPEECH 2018
Dilated Recurrent Neural Networks NIPS 2017
Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association EMNLP 2017
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes ICCV 2017
Glottal Model Based Speech Beamforming for ad-hoc Microphone Arrays INTERSPEECH 2017
Speech Enhancement Using Bayesian Wavenet INTERSPEECH 2017
Fast Zero-Shot Image Tagging CVPR 2016
Clustering Sentences with Density Peaks for Multi-document Summarization NAACL 2015
Extracting More Concurrency from Distributed Transactions OSDI 2014
Scene Text Recognition Using Part-Based Tree-Structured Character Detection CVPR 2013
Probabilistic acoustic tube: a probabilistic generative model of speech for speech analysis/synthesis AISTATS 2012
Why Press Backspace? Understanding User Input Behaviors in Chinese Pinyin Input Method ACL 2011
Decision Tree for Dynamic and Uncertain Data Streams ACML 2010
Exploring Distributional Similarity Based Models for Query Spelling Correction COLING 2006
Exploring Distributional Similarity Based Models for Query Spelling Correction ACL 2006