Sirou Zhu

2 papers · 2025–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad

Venues

EMNLP (1) ICML (1)

Top co-authors

Aman Gupta (2) Siyu Zhu (2) Natesh S. Pillai (2) Qingquan Song (2) Shao Tang (2) Zhipeng Wang (1) Vignesh Kothapalli (1) Yun Dai (1) Noah Lee (1) Gregory Dexter (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Reinforcement Learning (1) Application Areas (1) Core AI (1) Learning Types (1) Methods (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

model compression (1) model quantization (1) direct preference optimization (1) knowledge distillation (1) efficient computing (1) recommendation system (1) recommender system (1) structured pruning (1) small language model (1) alphapo (1) likelihood displacement (1) mistral-7b (1) reward shape (1) simpo (1)

Papers

AlphaPO: Reward Shape Matters for LLM Alignment ICML 2025 Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems EMNLP 2025