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Author

Menglin Xia

Observed name: Xia, Menglin
OpenAlex ID: A5111082345
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
2024 · Zhuoshi Pan, Qianhui Wu, et al. · 56
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Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction
2023 · Xia, Menglin, Zhang, Xuchao, et al. · arXiv (Cornell University) · 9
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TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning
2025 · Shivam Shandilya, Menglin Xia, et al. · 8
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Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction
2024 · Menglin Xia, Xuchao Zhang, et al. · Conference on Empirical Methods in Natural Language Processing: Industry Track (EMNLP) · 4
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LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
2024 · Pan, Zhuoshi, Wu, Qianhui, et al. · arXiv (Cornell University) · 2
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Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity
2026 · Xia, Menglin, Zhang, Xuchao, et al. · arXiv (Cornell University) · 1
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EcoAct: Economic Agent Determines When to Register What Action
2024 · Zhang, Shaokun, Zhang, Jieyu, et al. · arXiv (Cornell University) · 1
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Rethinking Privacy in Machine Learning Pipelines from an Information Flow Control Perspective
2023 · Wutschitz, Lukas, Köpf, Boris, et al. · arXiv (Cornell University) · 1
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PSD: Pseudo Self-Distillation of Memory Representation Capabilities for LLM Agents
2026 · Suhail, Pirzada, Xia, Menglin, et al. · arXiv (Cornell University)
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Budget-Aware Agentic Routing via Boundary-Guided Training
2026 · Zhang, Caiqi, Xia, Menglin, et al. · arXiv (Cornell University)
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Towards Active Synthetic Data Generation for Finetuning Language Models
2025 · Kessler, Samuel, Xia, Menglin, et al. · arXiv (Cornell University)
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BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
2025 · Ding, Dujian, Mallick, Ankur, et al. · arXiv (Cornell University)
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Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search
2025 · Han, Dongge, Xia, Menglin, et al. · arXiv (Cornell University)
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Minerva: A Programmable Memory Test Benchmark for Language Models
2025 · Xia, Menglin, Ruehle, Victor, et al. · arXiv (Cornell University)
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Unlocking Spatial Comprehension in Text-to-Image Diffusion Models
2023 · Derakhshani, Mohammad Mahdi, Xia, Menglin, et al. · arXiv (Cornell University)
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Works count: 16
Citation count: 79
H-index: 4
I10-index: 1
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