Chang Ma
- Papers
- 9
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Authored papers
9$φ$-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation
arXiv 2025
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning
arXiv 2025
Breaking the Data Barrier -- Building GUI Agents Through Task Generalization
arXiv 2025
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
arXiv 2025
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
arXiv 2024
A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond
arXiv 2024
Empowering Large Language Model Agents through Action Learning
arXiv 2024
Non-myopic Generation of Language Models for Reasoning and Planning
arXiv 2024
PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding
arXiv 2022
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