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← Authors

Pengfei Zhang

18 papers · 2017–2026 · 8 conferences · across top CS/AI conferences

Achievements

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+7 more ↓ 🏃 Academic Marathon (8) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🐣 Hot Topic Early Bird
🏃 Academic Marathon (8) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🗃️ Keyword Collector (82) 💎 Century Club (12) ⚡ Prolific Year (6) 🚀 Conference Pioneer

Conferences

AAAI (7) CVPR (3) ICCV (2) IJCAI (2) ECCV (1) EMNLP (1) ICML (1) WACV (1)

Top co-authors

Jianru Xue (4) Nanning Zheng (4) Wenjun Zeng (3) Feifei Kou (3) Lei Shi (3) Cuiling Lan (3) Mingying Xu (3) Jun Feng (2) Hong Sun (2) Junliang Xing (2)

Keywords

large language model (3) differential privacy (2) few-shot learning (2) adversarial learning (1) attention mechanism (1) bayesian inference (1) adversarial robustness (1) cluster analysis (1) hierarchical modeling (1) collaborative filtering (1) multi-modal learning (1) speech synthesis (1) distributed learning (1) trajectory prediction (1) 3d vision (1) matrix factorization (1) hand pose estimation (1) human pose estimation (1) cross-modal retrieval (1) robust optimization (1)

Papers

Stabilizing Cross-Modal Bidirectional Attribution: Few-Shot Adversarial Prompt Tuning for Robust Vision-Language Models AAAI 2026 MusicRec: Multi-modal Semantic-Enhanced Identifier with Collaborative Signals for Generative Recommendation AAAI 2026 Efficient, Secure, Differentially Private Deep Learning in the Two-Server Model AAAI 2026 PrivSV: Differentially Private Steering Vector for Large Language Models AAAI 2026 Adaptive Graph Attention Based Discrete Hashing for Incomplete Cross-modal Retrieval AAAI 2026 High Dimensional Distributed Gradient Descent with Arbitrary Number of Byzantine Attackers 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