Liam Li - RankMe

17 papers A* 4A 2Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	PokeeResearch: Effective Deep Research via Reinforcement Learning from AI Feedback and Robust Reasoning Scaffold. CoRR Yi Wan, Jiuqi Wang, Liam Li, Jinsong Liu, Ruihao Zhu, Zheqing Zhu
2023	A*	`conf`	Cross-Modal Fine-Tuning: Align then Refine. ICML Junhong Shen, Liam Li, Lucio M. Dery, Corey Staten, Mikhail Khodak, Graham Neubig, Ameet Talwalkar
2023	J	`jnl`	Cross-Modal Fine-Tuning: Align then Refine. CoRR Junhong Shen, Liam Li, Lucio M. Dery, Corey Staten, Mikhail Khodak, Graham Neubig, Ameet Talwalkar
2021	A*	`conf`	Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing. NeurIPS Mikhail Khodak, Renbo Tu, Tian Li, Liam Li, Maria-Florina Balcan, Virginia Smith, Ameet Talwalkar
2021	J	`jnl`	Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing. CoRR Mikhail Khodak, Renbo Tu, Tian Li, Liam Li, Maria-Florina Balcan, Virginia Smith, Ameet Talwalkar
2021	A*	`conf`	Geometry-Aware Gradient Algorithms for Neural Architecture Search. ICLR Liam Li, Mikhail Khodak, Nina Balcan, Ameet Talwalkar
2021	A	`conf`	On Data Efficiency of Meta-learning. AISTATS Maruan Al-Shedivat, Liam Li, Eric P. Xing, Ameet Talwalkar
2021	J	`jnl`	On Data Efficiency of Meta-learning. CoRR Maruan Al-Shedivat, Liam Li, Eric Poe Xing, Ameet Talwalkar
2021	A*	`conf`	Rethinking Neural Operations for Diverse Tasks. NeurIPS Nicholas Roberts, Mikhail Khodak, Tri Dao, Liam Li, Christopher Ré, Ameet Talwalkar
2021	J	`jnl`	Rethinking Neural Operations for Diverse Tasks. CoRR Nicholas Roberts, Mikhail Khodak, Tri Dao, Liam Li, Christopher Ré, Ameet Talwalkar
2021	—	`—`	Towards Efficient Automated Machine Learning. Liam Li
2020	—	`conf`	A System for Massively Parallel Hyperparameter Tuning. MLSys Liam Li, Kevin Jamieson, Afshin Rostamizadeh, Ekaterina Gonina, Jonathan Ben-tzur, Moritz Hardt, Benjamin Recht, Ameet Talwalkar
2020	J	`jnl`	Geometry-Aware Gradient Algorithms for Neural Architecture Search. CoRR Liam Li, Mikhail Khodak, Maria-Florina Balcan, Ameet Talwalkar
2019	J	`jnl`	Exploiting Reuse in Pipeline-Aware Hyperparameter Tuning. CoRR Liam Li, Evan Randall Sparks, Kevin Jamieson, Ameet Talwalkar
2019	A	`conf`	Random Search and Reproducibility for Neural Architecture Search. UAI Liam Li, Ameet Talwalkar
2019	J	`jnl`	Random Search and Reproducibility for Neural Architecture Search. CoRR Liam Li, Ameet Talwalkar
2018	J	`jnl`	Massively Parallel Hyperparameter Tuning. CoRR Liam Li, Kevin Jamieson, Afshin Rostamizadeh, Ekaterina Gonina, Moritz Hardt, Benjamin Recht, Ameet Talwalkar