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Tianyi Ma

Why Semantic Entropy Fails: Geometry-Aware and Calibrated Uncertainty for Policy Optimization
2026 · Zhang, Zheyuan, Shi, Kaiwen, et al. · arXiv (Cornell University) · 11
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LongDA: Benchmarking LLM Agents for Long-Document Data Analysis
2026 · Yiyang Li, Zheyuan Zhang, et al. · 10
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GUITester: Enabling GUI Agents for Exploratory Defect Discovery
2026 · Gao, Yifei, Wu, Jiang, et al. · arXiv (Cornell University) · 6
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SaaS-Bench: Can Computer-Use Agents Leverage Real-World SaaS to Solve Professional Workflows?
2026 · Shi, Kean, Li, Zihang, et al. · arXiv (Cornell University) · 5
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CUADebug: Diagnosing and Repairing Computer-Use Agent Failures
2026 · Weijia Zhang, Kunlun Zhu, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 4
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HoosierHelp: Benchmarking LLM Agents for Social Service Navigation
2026 · Li, Yiyang, Sun, Weixiang, et al. · arXiv (Cornell University) · 1
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Hypergraph Pattern Machine: Compositional Tokenization for Higher-Order Interactions
2026 · Zhao, Kyrie, Wang, Zehong, et al. · arXiv (Cornell University) · 1
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On the Safety of Graph Representation Learning
2026 · Guo, Xiaoguang, Wang, Zehong, et al. · arXiv (Cornell University) · 1
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EvoTaxo: Building and Evolving Taxonomy from Social Media Streams
2026 · Li, Yiyang, Ma, Tianyi, et al. · arXiv (Cornell University) · 1
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Approximating the Performance of Three-State Emergency Service Systems
2026 · Tianyi Ma, Cheng Hua, et al. · SSRN Electronic Journal · 1
Meta-Ctrl: Guaranteed Plan Generation by Decoupling Syntactic and Semantic Constraints
2026 · Yidou-Weng, Gwen, Sun, Edward, et al. · arXiv (Cornell University)
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GUITester: Enabling GUI Agents for Exploratory Defect Discovery
2026 · Association for Computational Linguistics 2026, Chen, Xiaoyi, et al. · Underline Science Inc.
Works count: 12
Citation count: 41
H-index: 4
I10-index: 2
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