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Zheng Chen — most-cited papers & profile · Large Language Models
← authors
·
overview
Zheng Chen
13
papers ·
150
citations ·
13
h-index
Hong Kong Polytechnic University · University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Fredformer: Frequency Debiased Transformer for Time Series Forecasting
2024 · 105 citations
PALR: Personalization Aware LLMs for Recommendation
2023 · 18 citations
Benchmarking Neural Radiance Fields for Autonomous Robots: An Overview
2024 · 14 citations
Scaling Transformers for Discriminative Recommendation via Generative Pretraining
2025 · 8 citations
Energy-Efficient Federated Edge Learning with Streaming Data: A Lyapunov Optimization Approach
2024 · 5 citations
Autonomous Aerial Manipulation via Contextual Contrastive Meta Reinforcement Learning
2026
Navigating the Wild: Pareto-Optimal Visual Decision-Making in Image Space
2025
NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results
2025
One-Step Diffusion Model for Image Motion-Deblurring
2025
Polyline Generative Navigable Space Segmentation for Autonomous Visual Navigation
2021
Multi-Objective Autonomous Exploration on Real-Time Continuous Occupancy Maps
2021
NSS-VAEs: Generative Scene Decomposition for Visual Navigable Space Construction
2021
Visual-Geometry GP-based Navigable Space for Autonomous Navigation
2024
Topics
Navigation
Perception
Ranking & CTR
LLM-based
Image Restoration
Meta-RL
Control
Multi-Robot
Two-Tower & Retrieval
Sequential & Session