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Siqi Sun — most-cited papers & profile · Multimodal
← authors
·
overview
Siqi Sun
14
papers ·
41
citations ·
10
h-index
WRc (United Kingdom) · UNSW Sydney · Shanghai Maritime University
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Most-cited papers
Design, Actuation, and Functionalization of Untethered Soft Magnetic Robots with Life-Like Motions: A Review
2023 · 30 citations
Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
2025 · 6 citations
From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery
2025 · 4 citations
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
2025 · 1 citations
SciForge: An AI-Native, Multimodal Workbench for Scientific Discovery
2026
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
2025
Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning
2025
QuantAgent: Price-Driven Multi-Agent LLMs for High-Frequency Trading
2025
ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning
2025
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
2025
Retrieval is Not Enough: Enhancing RAG Reasoning through Test-Time Critique and Optimization
2025
AccentBox: Towards High-Fidelity Zero-Shot Accent Generation
2024
Acquiring Pronunciation Knowledge from Transcribed Speech Audio via Multi-task Learning
2024
Topics
Evaluation
Genomics
Medical AI
Drug Discovery
Chemistry
RAG
Protein Science
Physics ML
Agentic
Training Techniques