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Chuyi Tan

LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient
2026 · Peiwen Yuan, Shaoxiong Feng, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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Silencer: From Discovery to Mitigation of Self-Bias in LLM-as-Benchmark-Generator
2025 · Peiwen Yuan, Yiwei Li, et al. · neural information processing systems · 1
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Speculative Decoding for Multi-Sample Inference
2025 · Yiwei Li, Jiayi Shi, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1
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Focused Large Language Models are Stable Many-Shot Learners
2024 · Peiwen Yuan, Shaoxiong Feng, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1
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From Pareto to Preference: Personalized Test-Time Scaling via Amortized Agentic Policy Discovery
2026 · Wang, Xinglin, Liu, Zishen, et al. · arXiv (Cornell University)
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On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows
2026 · Wang, Xinglin, Liu, Zishen, et al. · arXiv (Cornell University)
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Learning More from Less: Unlocking Internal Representations for Benchmark Compression
2026 · Zhang, Yueqi, Hu, Jin, et al. · arXiv (Cornell University)
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Do Not Waste Your Rollouts: Recycling Search Experience for Efficient Test-Time Scaling
2026 · Wang, Xinglin, Shi, Jiayi, et al. · arXiv (Cornell University)
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Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling
2026 · Xinglin Wang, Hao Lin, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Breaking the Self-Confirming Loop: Diagnosing and Mitigating Systemic Reward Bias in Self-Rewarding RL
2025 · Tan, Chuyi, Yuan, Peiwen, et al. · arXiv (Cornell University)
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PatternKV: Flattening KV Representation Expands Quantization Headroom
2025 · Zhang, Ji, Li, Yiwei, et al. · arXiv (Cornell University)
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From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MARKERGEN
2025 · Yuan, Peiwen, Tan, Chuyi, et al. · arXiv (Cornell University)
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InsBank: Evolving Instruction Subset for Ongoing Alignment
2025 · Shi, Jiayi, Li, Yiwei, et al. · arXiv (Cornell University)
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UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization
2025 · Yuan, Peiwen, Feng, Shaoxiong, et al. · arXiv (Cornell University)
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Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation
2025 · Yiwei Li, Ji Zhang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen
2025 · Peiwen Yuan, Chuyi Tan, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation
2025 · Peiwen Yuan, Yueqi Zhang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules
2025 · Yueqi Zhang, Peiwen Yuan, et al. · neural information processing systems
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InsBank: Evolving Instruction Subset for Ongoing Alignment
2025 · Jiayi Shi, Yiwei Li, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Focused Large Language Models are Stable Many-Shot Learners
2024 · Yuan, Peiwen, Feng, Shaoxiong, et al. · arXiv (Cornell University)
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Works count: 20
Citation count: 4
H-index: 1
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