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Tianyu Shi

SAGE: Self-evolving Agents with Reflective and Memory-augmented Abilities
2025 · Xuechen Liang, Meiling Tao, et al. · Neurocomputing · 40
Wcdt: World-Centric Diffusion Transformer for Traffic Scene Generation
2025 · Chen Yang, Yangfan He, et al. · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · 5
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CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models
2024 · Liang, Xuechen, He, Yangfan, et al. · arXiv (Cornell University) · 2
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Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures
2025 · Omidi, Parsa, Huang, Xingshuai, et al. · arXiv (Cornell University) · 1
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Infant Agent: A Tool-Integrated, Logic-Driven Agent with Cost-Effective API Usage
2024 · Lei, Bin, Li, Yuchen, et al. · arXiv (Cornell University) · 1
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Digital twin benchmark: research code
2026 · Shi, Tianyu, Qian, Hanqing, et al. · Zenodo (CERN European Organization for Nuclear Research)
Column-Level Lineage-Aware Incremental ETL for Efficient Reprocessing under Lakehouse Schema Evolution
2026 · Mengyu Diao, Tianyu Shi, et al.
Displacement Preserving Relational Distillation for Robust Medical Segmentation
2026 · Zhicheng Ding, Xinyu Chu, et al. · Lecture notes in computer science
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Your Agent Says Yes: Interpreting Adversarial Market Behavior Beyond Individual Transactions
2026 · Li, Zelin, Su, Yiyun, et al. · arXiv (Cornell University)
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MERA: Model Evolution and Routing with Skill Adaptation for Agentic Systems at Scale
2026 · Yao, Yuhang, Wang, Zeyu, et al. · arXiv (Cornell University)
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CoWeaver: A Bi-directional, Learnable and Explainable Matching Engine for Mixed Human-Agent Science Collaboration
2026 · Gu, Jiayao, Chu, Kexin, et al. · arXiv (Cornell University)
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CARE: Context-Aware Ranking Evolution with Executable Scoring Programs for Budgeted Reaction Optimization
2026 · Liu, Guanyu, Kong, Weiyi, et al. · arXiv (Cornell University)
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Individual Control Barrier Functions-Guided Diffusion Model for Safe Offline Multi-Agent Reinforcement Learning
2026 · Guo, Qingyun, Shi, Junyi, et al. · arXiv (Cornell University)
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EVM-QuestBench: An Execution-Grounded Benchmark for Natural-Language Transaction Code Generation
2026 · Association for Computational Linguistics 2026, Ai, Lynn, et al. · Underline Science Inc.
MARS: Unleashing the Power of Speculative Decoding via Margin-Aware Verification
2026 · Association for Computational Linguistics 2026, Ai, Lynn, et al. · Underline Science Inc.
TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing
2026 · Yang, Pei, Chen, Wanyi, et al. · arXiv (Cornell University)
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ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning
2026 · Song, Jingwei, Chen, Meng, et al. · arXiv (Cornell University)
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MARS: Unleashing the Power of Speculative Decoding via Margin-Aware Verification
2026 · Song, Jingwei, Wang, Xinyu, et al. · arXiv (Cornell University)
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EVM-QuestBench: An Execution-Grounded Benchmark for Natural-Language Transaction Code Generation
2026 · Yang, Pei, Chen, Wanyi, et al. · arXiv (Cornell University)
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DynaWeb: Model-Based Reinforcement Learning of Web Agents
2026 · Hang Ding, Peidong Liu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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PeopleSearchBench: Evaluating AI-Powered People Search Platforms with Criteria-Grounded Verification
2026 · Tianyu Shi, Wei Wang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Stable-MM-R1: Anchoring Multimodal Reasoning Dynamics via Entropy-Guided Stratification
2026 · Yimeng Ye, Shuang Chen, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Cooperative Multi-Agent Reinforcement Learning Framework for Concurrent Microscopic Safe, Efficient, and Comfortable Autonomous Driving and Macroscopic Congestion Management on Freeways
2025 · Shi, Tianyu · TSpace (University of Toronto)
MAPGD: Multi-Agent Prompt Gradient Descent for Collaborative Prompt Optimization
2025 · Han, Yichen, Han, Yuhang, et al. · arXiv (Cornell University)
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GoalfyMax: A Protocol-Driven Multi-Agent System for Intelligent Experience Entities
2025 · Wu, Siyi, Wang, Zeyu, et al. · arXiv (Cornell University)
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Works count: 31
Citation count: 49
H-index: 2
I10-index: 1
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