← Authors

Peng Zhang

127 papers · 2008–2026 · 20 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (18) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) πŸ—ΊοΈ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (8) 🌍 Conference Polyglot (20) πŸŒ‰ Interdisciplinary Bridge 🏠 Conference Loyalist (20) πŸ† Keyword Champion (2) πŸ† Grand Slam πŸ‘₯ Mega-Team (32) πŸ”¬ Deep Specialist (14) 🀝 Dynamic Duo (11) πŸ‘‘ Triple Crown πŸ“ˆ Trend Setter ❓ The Questioner (2) ⚑ Prolific Year (7) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (57) πŸ’Ž Century Club (118) πŸ”₯ Unstoppable (9)

Conferences

AAAI (20) IJCAI (17) CVPR (14) EMNLP (13) ACL (12) ICML (7) COLING (6) ICCV (6) INTERSPEECH (6) NSDI (6) NIPS (5) WACV (4) ICLR (3) ECCV (2) AISTATS (1) ACML (1) IJCNLP (1) MICCAI (1) OSDI (1) UAI (1)

Top co-authors

Jing Zhang (11) Hui Gao (10) Tun Lu (7) Shitong Duan (6) Jie Tang (6) Chuan Zhou (6) Bang Zhang (6) Yuexian Hou (6) Dawei Song (6) Xiaoyuan Yi (6)

Research topics

Applications (1) Optimization (1) Learning Paradigms (1)

Keywords

large language model (9) diffusion model (8) graph neural network (8) contrastive learning (7) video generation (6) knowledge distillation (6) zero-shot learning (6) multimodal learning (6) text classification (5) transfer learning (5) model compression (5) language modeling (4) reinforcement learning (4) question answering (4) attention mechanism (4) knowledge graph (4) few-shot learning (4) link prediction (4) semantic analysis (3) data augmentation (3)

Papers

FUSE: Fine-Grained and Semantic-Aware Learning for Unified Image Understanding and Generation AAAI 2026
FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention AAAI 2026
Unified Interaction Consistency Learning for Single-Source Domain-Generalized Object Detection in Urban Scene AAAI 2026
DarkBench+: An Extended Benchmark for Evaluating Dark Patterns in Large Language Models AAAI 2026
Phased One-Step Adversarial Equilibrium for Video Diffusion Models AAAI 2026
Differentiated Directional Intervention: A Framework for Evading LLM Safety Alignment AAAI 2026
IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization AAAI 2026
MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions AAAI 2026
MuseDance: A Diffusion-based Music-Driven Image Animation System WACV 2026
Elite Pattern Reinforcement for Vehicle Routing Problems AAAI 2026
3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding AAAI 2025
Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production NSDI 2025
NDD: A Decision Diagram for Network Verification NSDI 2025
D3M: Deformation-Driven Diffusion Model for Synthesis of Contrast-Enhanced MRI with Brain Tumors MICCAI 2025
NovPhy: A Physical Reasoning Benchmark for Open-World AI Systems Author Links Open Overlay Panel (Abstract Reprint) IJCAI 2025
Conformal Anomaly Detection in Event Sequences ICML 2025
Gamma Distribution PCA-Enhanced Feature Learning for Angle-Robust SAR Target Recognition ICML 2025
Tracing Copied Pixels and Regularizing Patch Affinity in Copy Detection ICCV 2025
Animate Anyone 2: High-Fidelity Character Image Animation with Environment Affordance ICCV 2025
Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning ACL 2025
Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs’ Value Evaluation ACL 2025
CountSE: Soft Exemplar Open-set Object Counting ICCV 2025
On Distributional Discrepancy for Experimental Design with General Assignment Probabilities AISTATS 2025
ETVA: Evaluation of Text-to-Video Alignment via Fine-grained Question Generation and Answering ICCV 2025
GLoCIM: Global-view Long Chain Interest Modeling for news recommendation COLING 2025
Controllable and Expressive One-Shot Video Head Swapping ICCV 2025
Consistency Rating of Semantic Transparency: an Evaluation Method for Metaphor Competence in Idiom Understanding Tasks COLING 2025
Rethink Rumor Detection in the Era of LLMs: A Review EMNLP 2025
Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark CVPR 2025
Leveraging SD Map to Augment HD Map-based Trajectory Prediction CVPR 2025
CLIP is Almost All You Need: Towards Parameter-Efficient Scene Text Retrieval without OCR CVPR 2025
Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models CVPR 2025
Exploring Timeline Control for Facial Motion Generation CVPR 2025
Aerodynamic Coefficients Prediction via Cross-Attention Fusion and Physical-Informed Training AAAI 2025
SIGraph: Saliency Image-Graph Network for Retinal Disease Classification in Fundus Image AAAI 2025
Large Language Models Enhanced Personalized Graph Neural Architecture Search in Federated Learning AAAI 2025
Quantum Implicit Neural Representations ICML 2024
PuLID: Pure and Lightning ID Customization via Contrastive Alignment NIPS 2024
CcDPM: A Continuous Conditional Diffusion Probabilistic Model for Inverse Design AAAI 2024
Quantum-Inspired Neural Network with Runge-Kutta Method AAAI 2024
A Quantum-Inspired Matching Network with Linguistic Theories for Metaphor Detection COLING 2024
Distilling Causal Effect of Data in Continual Few-shot Relation Learning COLING 2024
LA-UCL: LLM-Augmented Unsupervised Contrastive Learning Framework for Few-Shot Text Classification COLING 2024
DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction CVPR 2024
MuseChat: A Conversational Music Recommendation System for Videos CVPR 2024
Urban Waterlogging Detection: A Challenging Benchmark and Large-Small Model Co-Adapter ECCV 2024
Deciphering Rumors: A Multi-Task Learning Approach with Intent-aware Hierarchical Contrastive Learning EMNLP 2024
Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization EMNLP 2024
BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language? EMNLP 2024
DENEVIL: TOWARDS DECIPHERING AND NAVIGATING THE ETHICAL VALUES OF LARGE LANGUAGE MODELS VIA INSTRUCTION LEARNING ICLR 2024
Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning ICML 2024
Neural Jump-Diffusion Temporal Point Processes ICML 2024
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models IJCAI 2024
On Hardware-efficient Inference in Probabilistic Circuits UAI 2024
Tackling Data Bias in MUSIC-AVQA: Crafting a Balanced Dataset for Unbiased Question-Answering WACV 2024
CASP-Net: Rethinking Video Saliency Prediction From an Audio-Visual Consistency Perceptual Perspective CVPR 2023
LemonNFV: Consolidating Heterogeneous Network Functions at Line Speed NSDI 2023
SpeedDETR: Speed-aware Transformers for End-to-end Object Detection ICML 2023
XDailyDialog: A Multilingual Parallel Dialogue Corpus ACL 2023
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering ACL 2023
GKD: A General Knowledge Distillation Framework for Large-scale Pre-trained Language Model ACL 2023
Domain-specific Attention with Distributional Signatures for Multi-Domain End-to-end Task-Oriented Dialogue ACL 2023
ReGANIE: Rectifying GAN Inversion Errors for Accurate Real Image Editing AAAI 2023
Rumor Detection on Social Media with Crowd Intelligence and ChatGPT-Assisted Networks EMNLP 2023
DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editings WACV 2023
UGC: Unified GAN Compression for Efficient Image-to-Image Translation ICCV 2023
Recovering Fine Details for Neural Implicit Surface Reconstruction WACV 2023
An Intent-based and Annotation-free Method for Duplicate Question Detection in CQA Forums EMNLP 2023
Hyper-Label-Graph: Modeling Branch-Level Dependencies of Labels for Hierarchical Multi-Label Text Classification ACML 2023
LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing ACL 2023
Are Intermediate Layers and Labels Really Necessary? A General Language Model Distillation Method ACL 2023
Flor: An Open High Performance RDMA Framework Over Heterogeneous RNICs OSDI 2023
GLM-130B: An Open Bilingual Pre-trained Model ICLR 2023
Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation EMNLP 2022
A Sequential Flow Control Framework for Multi-hop Knowledge Base Question Answering EMNLP 2022
ACENet: Attention Guided Commonsense Reasoning on Hybrid Knowledge Graph EMNLP 2022
QaDialMoE: Question-answering Dialogue based Fact Verification with Mixture of Experts EMNLP 2022
CODE: Contrastive Pre-training with Adversarial Fine-Tuning for Zero-Shot Expert Linking AAAI 2022
DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition COLING 2022
Towards Explainable Action Recognition by Salient Qualitative Spatial Object Relation Chains AAAI 2022
Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs IJCAI 2022
Text/Speech-Driven Full-Body Animation IJCAI 2022
DART: Articulated Hand Model with Diverse Accessories and Rich Textures NIPS 2022
Incorporating Dual-Aware with Hierarchical Interactive Memory Networks for Task-Oriented Dialogue INTERSPEECH 2022
Norm-constrained Score-level Ensemble for Spoofing Aware Speaker Verification INTERSPEECH 2022
Differential Network Analysis NSDI 2022
HOSMEL: A Hot-Swappable Modularized Entity Linking Toolkit for Chinese ACL 2022
ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer ACL 2022
MorphTE: Injecting Morphology in Tensorized Embeddings NIPS 2022
Parameter-free Dynamic Graph Embedding for Link Prediction NIPS 2022
Personalized Image Aesthetics Assessment With Rich Attributes CVPR 2022
Investigation of IMU&Elevoc Submission for the Short-Duration Speaker Verification Challenge 2021 INTERSPEECH 2021
HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph IJCAI 2021
MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events IJCAI 2021
Programming Network Stack for Middleboxes with Rubik NSDI 2021
Continuous Self-Attention Models with Neural ODE Networks AAAI 2021
Natural Language Processing Meets Quantum Physics: A Survey and Categorization EMNLP 2021
Learning Position and Target Consistency for Memory-Based Video Object Segmentation CVPR 2021
KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge IJCAI 2020
A Unified Framework for Low-Latency Speaker Extraction in Cocktail Party Environments INTERSPEECH 2020
Deep Template Matching for Small-Footprint and Configurable Keyword Spotting INTERSPEECH 2020
Deep Embedding Learning for Text-Dependent Speaker Verification INTERSPEECH 2020
Texture and Shape Biased Two-Stream Networks for Clothing Classification and Attribute Recognition CVPR 2020
APKeep: Realtime Verification for Real Networks NSDI 2020
Encoding word order in complex embeddings ICLR 2020
Overcoming Language Priors with Self-supervised Learning for Visual Question Answering IJCAI 2020
Discrete Embedding for Latent Networks IJCAI 2020
Graph Neural Architecture Search IJCAI 2020
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots IJCNLP 2019
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots EMNLP 2019
A Tensorized Transformer for Language Modeling NIPS 2019
Robust Embedding with Multi-Level Structures for Link Prediction IJCAI 2019
Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis IJCAI 2019
Low-Bit Quantization for Attributed Network Representation Learning IJCAI 2019
A Generalized Language Model in Tensor Space AAAI 2019
Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition ECCV 2018
Yin and Yang: Balancing and Answering Binary Visual Questions CVPR 2016
Trend-Based Prediction of Spatial Change IJCAI 2016
Modeling Quantum Entanglements in Quantum Language Models IJCAI 2015
Influence Maximization in Big Networks: An Incremental Algorithm for Streaming Subgraph Influence Spread Estimation IJCAI 2015
SOM: Semantic Obviousness Metric for Image Quality Assessment CVPR 2015
Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification EMNLP 2015
From Raw Sensor Data to Detailed Spatial Knowledge IJCAI 2015
On Modelling Non-linear Topical Dependencies ICML 2014
Predicting Failures of Vision Systems CVPR 2014
Event-Based Hyperspace Analogue to Language for Query Expansion ACL 2010
A Novel Feature-based Approach to Chinese Entity Relation Extraction ACL 2008