Author

Muzhao Tian

Observed name: Tian, Muzhao

Institution: Fudan University

Observed institution: Fudan University

OpenAlex ID: A5130767643

Benchmark^2: Systematic Evaluation of LLM Benchmarks

2026 · Qian, Qi, Huang, Chengsong, et al. · arXiv (Cornell University) · 1

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Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation

2026 · Changze Lv, Jie Zhou, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1

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AesCode: Aesthetic Code Generation with Decoupled Cross-Modal Rewards

2026 · Gao, Xin, Yang, Yifan, et al. · arXiv (Cornell University)

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ReDeck: Step-Level Render-Grounded Refinement for Document-to-Slide Generation

2026 · Tian, Muzhao, Zeng, Zezi, et al. · arXiv (Cornell University)

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Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human–Agent Interaction

2026 · Association for Computational Linguistics 2026, Guo, Zhengkang, et al. · Underline Science Inc.

From Static Context to Calibrated Interactive RL: Mitigating Distribution Shift in Multi-turn Dialogue with Aligned Simulator

2026 · Wang, Xiaohua, Yuan, Jiakang, et al. · arXiv (Cornell University)

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From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills

2026 · Huang, Zisu, Xu, Jingwen, et al. · arXiv (Cornell University)

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Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges

2026 · Wang, Xiaohua, Tian, Muzhao, et al. · arXiv (Cornell University)

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BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation

2026 · Li, Yan, Zeng, Zezi, et al. · arXiv (Cornell University)

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TRIP-Bench: A Benchmark for Long-Horizon Interactive Agents in Real-World Scenarios

2026 · Shen, Yuanzhe, Huang, Zisu, et al. · arXiv (Cornell University)

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BatCoder: Self-Supervised Bidirectional Code-Documentation Learning via Back-Translation

2026 · Xu, Jingwen, Lu, Yiyang, et al. · arXiv (Cornell University)

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Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction

2026 · Tian, Muzhao, Huang, Zisu, et al. · arXiv (Cornell University)

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CSSG: Measuring Code Similarity with Semantic Graphs

2026 · Lu, Yiyang, Xu, Jingwen, et al. · arXiv (Cornell University)

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Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human–Agent Interaction

2026 · Zisu Huang, Muzhao Tian, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting

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A Unified Framework for Low-Resource Sawndip–Chinese Bidirectional Translation and Bilingual Dialogue Modeling

2026 · Zhengyuan Wang, Yixin Wu, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)

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Works count: 15

Citation count: 2

H-index: 1

I10-index: