conftrace_

Aman Gupta

4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 👥 Mega-Team (20)

Conferences

ICML (2) EMNLP (1) ICLR (1)

Top co-authors

Shao Tang (3) Jiwoo Hong (2) Noah Lee (2) Eunki Kim (2) Sirou Zhu (2) Qingquan Song (2) Natesh S. Pillai (2) Siyu Zhu (2) Gregory Dexter (2) Sathiya Keerthi (2)

Keywords

model compression (1) model quantization (1) knowledge distillation (1) efficient computing (1) recommendation system (1) recommender system (1) structured pruning (1) small language model (1)

Papers

Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems EMNLP 2025 AlphaPO: Reward Shape Matters for LLM Alignment ICML 2025 On the Robustness of Reward Models for Language Model Alignment ICML 2025 A Precise Characterization of SGD Stability Using Loss Surface Geometry ICLR 2024