Wenlong Ji

According to our database, Wenlong Ji authored at least 12 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Multi-Armed Bandits With Machine Learning-Generated Surrogate Rewards.

Wenlong Ji, Yihan Pan, Ruihao Zhu, Lihua Lei

CoRR, June, 2025

From Replication to Redesign: Exploring Pairwise Comparisons for LLM-Based Peer Review.

Yaohui Zhang, Haijing Zhang, Wenlong Ji, Tianyu Hua, Nick Haber, Hancheng Cao, Weixin Liang

CoRR, June, 2025

A Theoretical Framework for Prompt Engineering: Approximating Smooth Functions with Transformer Prompts.

Ryumei Nakada, Wenlong Ji, Tianxi Cai, James Zou, Linjun Zhang

CoRR, March, 2025

An Overview of Large Language Models for Statisticians.

Wenlong Ji, Weizhe Yuan, Emily J. Getzen, Kyunghyun Cho, Michael I. Jordan, Song Mei, Jason Aaron Edward Weston, Weijie J. Su, Jing Xu, Linjun Zhang

CoRR, February, 2025

Predictions as Surrogates: Revisiting Surrogate Outcomes in the Age of AI.

Wenlong Ji, Lihua Lei, Tijana Zrnic

CoRR, January, 2025

2024

Mapping the Increasing Use of LLMs in Scientific Papers.

Weixin Liang, Yaohui Zhang, Zhengxuan Wu, Haley Lepp, Wenlong Ji, Xuandong Zhao, Hancheng Cao, Sheng Liu, Siyu He, Zhi Huang, Diyi Yang, Christopher Potts, Christopher D. Manning, James Y. Zou

CoRR, 2024

Scaling Laws for the Value of Individual Data Points in Machine Learning.

Ian Connick Covert, Wenlong Ji, Tatsunori Hashimoto, James Zou

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

The Power of Contrast for Feature Learning: A Theoretical Analysis.

Wenlong Ji, Zhun Deng, Ryumei Nakada, James Zou, Linjun Zhang

J. Mach. Learn. Res., 2023

Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data.

Ryumei Nakada, Halil Ibrahim Gulluk, Zhun Deng, Wenlong Ji, James Zou, Linjun Zhang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Importance Tempering: Group Robustness for Overparameterized Models.

Yiping Lu, Wenlong Ji, Zachary Izzo, Lexing Ying

CoRR, 2022

An Unconstrained Layer-Peeled Perspective on Neural Collapse.

Wenlong Ji, Yiping Lu, Yiliang Zhang, Zhun Deng, Weijie J. Su

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Two-Stage Water Jet Landing Point Prediction Model for Intelligent Water Shooting Robot.

Yunhan Lin, Wenlong Ji, Haowei He, Yaojie Chen

Sensors, 2021