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Siyuan Li — most-cited papers & profile · Generative Models
← authors
·
overview
Siyuan Li
19
papers ·
65
citations ·
24
h-index
Beijing University of Posts and Telecommunications · Guangxi University · Zhejiang Ocean University · Network Technologies (United States) · Henan Agricultural University
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Most-cited papers
MetaTrader: An Reinforcement Learning Approach Integrating Diverse Policies for Portfolio Optimization
2022 · 49 citations
Beyond Interestingness: Semantic and Context-Aware Natural Language Query Recommendations for Visual Data Analysis
2022 · 7 citations
FGBERT: Function-Driven Pre-trained Gene Language Model for Metagenomics
2024 · 5 citations
IOB: Integrating Optimization Transfer And Behavior Transfer For Multi-policy Reuse
2023 · 4 citations
DVPSFormer: Efficient Online Depth-aware Video Panoptic Segmentation for Autonomous Driving
2026
BinEnhance-Pro: Enhancing Binary Code Search by Distinguishing Similar but Non-Homologous Functions
2026
Key-Gram: Extensible World Knowledge for Embodied Manipulation
2026
Hierarchical Audio-Visual-Proprioceptive Fusion for Precise Robotic Manipulation
2026
Decouple to Generalize: Context-First Self-Evolving Learning for Data-Scarce Vision-Language Reasoning
2025
Less Is More: Generating Time Series with LLaMA-Style Autoregression in Simple Factorized Latent Spaces
2025
MergeDNA: Context-aware Genome Modeling with Dynamic Tokenization through Token Merging
2025
Boosting Zero-Shot VLN via Abstract Obstacle Map-Based Waypoint Prediction with TopoGraph-and-VisitInfo-Aware Prompting
2025
MiniCPM4: Ultra-Efficient LLMs on End Devices
2025
Mergemix: A Unified Augmentation Paradigm For Visual And Multi-modal Understanding
2025
RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design
2023
Top co-authors
Fisher Yu
· 1
Hermann Blum
· 1
Lei Ke
· 1
Luigi Piccinelli
· 1
Marc Pollefeys
· 1
Martin Danelljan
· 1
Mattia Segu
· 1
Yung-Hsu Yang
· 1
Yuqian Fu
· 1
Zuria Bauer
· 1
Topics
Manipulation
Control
Genomics
Navigation
Evaluation
Human-Robot Interaction
Perception
Meta-RL
Protein Science
Planning