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Guoheng Sun — most-cited papers & profile · Cybersecurity
← authors
·
overview
Guoheng Sun
10
papers ·
12
citations
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Semantic Scholar ↗
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Most-cited papers
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations
2024 · 8 citations
Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQL
2025 · 2 citations
Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQL
2025 · 2 citations
Drop-Then-Recovery: How Redundant Are Vision-Language-Action Models?
2026
FedMOA: Federated GRPO for Personalized Reasoning LLMs under Heterogeneous Rewards
2026
FedMOA: Federated GRPO for Personalized Reasoning LLMs under Heterogeneous Rewards
2026
VeriReason: Reinforcement Learning with Testbench Feedback for Reasoning-Enhanced Verilog Generation
2025
VeriReason: Reinforcement Learning with Testbench Feedback for Reasoning-Enhanced Verilog Generation
2025
Revisiting Federated Fine-Tuning: A Single Communication Round is Enough for Foundation Models
2024
Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild
2024
Topics
RLHF & Alignment
Federated Learning
Evaluation
Model-Based RL
Code Generation
Code Models
Policy Gradient
Benchmarks
Tool Use
Value-Based