Pengfei Zhang
19 papers · 2017–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (49) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Conference Pioneer
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Research topics
Machine Learning
(14)
Artificial Intelligence
(11)
Core AI
(9)
Deep Learning
(7)
Application Areas
(6)
Computer Vision
(5)
Analysis
(5)
Architectures
(5)
Learning Types Β· Machine Learning
(5)
Core Methods
(4)
Optimization & Theory
(4)
Natural Language Processing
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Speech & Audio
(1)
Keywords
large language model
(4)
few-shot learning
(3)
differential privacy
(2)
vision-language model
(2)
adversarial robustness
(1)
speech synthesis
(1)
transformer architecture
(1)
cluster analysis
(1)
robust optimization
(1)
hierarchical modeling
(1)
collaborative filtering
(1)
attention mechanism
(1)
matrix factorization
(1)
multimodal learning
(1)
trajectory prediction
(1)
distributed learning
(1)
3d vision
(1)
hand pose estimation
(1)
human pose estimation
(1)
bayesian inference
(1)
Papers
Adaptive Graph Attention Based Discrete Hashing for Incomplete Cross-modal Retrieval
AAAI 2026
Efficient, Secure, Differentially Private Deep Learning in the Two-Server Model
AAAI 2026
High Dimensional Distributed Gradient Descent with Arbitrary Number of Byzantine Attackers
AAAI 2026
Language-driven Fine-grained Retrieval
CVPR 2026
MusicRec: Multi-modal Semantic-Enhanced Identifier with Collaborative Signals for Generative Recommendation
AAAI 2026
PrivSV: Differentially Private Steering Vector for Large Language Models
AAAI 2026
Stabilizing Cross-Modal Bidirectional Attribution: Few-Shot Adversarial Prompt Tuning for Robust Vision-Language Models
AAAI 2026
EVICheck: Evidence-Driven Independent Reasoning and Combined Verification Method for Fact-Checking
IJCAI 2025
KinMo: Kinematic-aware Human Motion Understanding and Generation
ICCV 2025
Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey
EMNLP 2025
Enabling Few-Shot Learning with PID Control: A Layer Adaptive Optimizer
ICML 2024
Fine-Grained Bipartite Concept Factorization for Clustering
CVPR 2024
Handformer2T: A Lightweight Regression-Based Model for Interacting Hands Pose Estimation From a Single RGB Image
WACV 2024
High Performance Depthwise and Pointwise Convolutions on Mobile Devices
AAAI 2020
Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition
CVPR 2020
SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction
CVPR 2019
Adding Attentiveness to the Neurons in Recurrent Neural Networks
ECCV 2018
A Trust-based Mixture of Gaussian Processes Model for Reliable Regression in Participatory Sensing
IJCAI 2017
View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition From Skeleton Data
ICCV 2017