Zhili Feng

According to our database, Zhili Feng authored at least 31 papers between 2016 and 2024.

Collaborative distances:

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

2024

Text Descriptions are Compressive and Invariant Representations for Visual Learning.

Zhili Feng, Anna Bair, J. Zico Kolter

Trans. Mach. Learn. Res., 2024

Adapting Language Models via Token Translation.

Zhili Feng, Tanya Marwah, Nicolò Fusi, David Alvarez-Melis, Lester Mackey

CoRR, 2024

Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws.

Yiding Jiang, Allan Zhou, Zhili Feng, Sadhika Malladi, J. Zico Kolter

CoRR, 2024

Rethinking LLM Memorization through the Lens of Adversarial Compression.

Avi Schwarzschild, Zhili Feng, Pratyush Maini, Zachary C. Lipton, J. Zico Kolter

CoRR, 2024

RankCLIP: Ranking-Consistent Language-Image Pretraining.

Yiming Zhang, Zhuokai Zhao, Zhaorun Chen, Zhili Feng, Zenghui Ding, Yining Sun

CoRR, 2024

An Axiomatic Approach to Model-Agnostic Concept Explanations.

Zhili Feng, Michal Moshkovitz, Dotan Di Castro, J. Zico Kolter

CoRR, 2024

TOFU: A Task of Fictitious Unlearning for LLMs.

Pratyush Maini, Zhili Feng, Avi Schwarzschild, Zachary C. Lipton, J. Zico Kolter

CoRR, 2024

2023

Monotone deep Boltzmann machines.

Zhili Feng, Ezra Winston, J. Zico Kolter

Trans. Mach. Learn. Res., 2023

Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality Prediction.

Shenghan Guo, Dali Wang, Zhili Feng, Jian Chen, Weihong Guo

Sensors, 2023

On the Neural Tangent Kernel of Equilibrium Models.

Zhili Feng, J. Zico Kolter

CoRR, 2023

Leveraging Multiple Descriptive Features for Robust Few-shot Image Learning.

Zhili Feng, Anna Bair, J. Zico Kolter

CoRR, 2023

2022

UIR-Net: Object Detection in Infrared Imaging of Thermomechanical Processes in Automotive Manufacturing.

Shenghan Guo, Dali Wang, Zhili Feng, Weihong Grace Guo

IEEE Trans Autom. Sci. Eng., 2022

Provable Adaptation across Multiway Domains via Representation Learning.

Zhili Feng, Shaobo Han, Simon Shaolei Du

Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning-Augmented $k$-means Clustering.

Jon C. Ergun, Zhili Feng, Sandeep Silwal, David P. Woodruff, Samson Zhou

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Autonomous nondestructive evaluation of resistance spot welded joints.

Jian Zhou, Dali Wang, Jian Chen, Zhili Feng, Blair Clarson, Amberlee Baselhuhn

Robotics Comput. Integr. Manuf., 2021

Non-PSD matrix sketching with applications to regression and optimization.

Zhili Feng, Fred Roosta, David P. Woodruff

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Dimensionality Reduction for the Sum-of-Distances Metric.

Zhili Feng, Praneeth Kacham, David P. Woodruff

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

DeepWelding: A Deep Learning Enhanced Approach to GTAW Using Multisource Sensing Images.

Yunhe Feng, Zongyao Chen, Dali Wang, Jian Chen, Zhili Feng

IEEE Trans. Ind. Informatics, 2020

2019

Multi-AGVs path planning based on improved ant colony algorithm.

Guohong Yi, Zhili Feng, Tiancan Mei, Pushan Li, Wang Jin, Siyuan Chen

J. Supercomput., 2019

Model Predictive Control of GTAW Weld Pool Penetration.

Jinsong Chen, Jian Chen, Zhili Feng, Yuming Zhang

IEEE Robotics Autom. Lett., 2019

Strong Coresets for Subspace Approximation and k-Median in Nearly Linear Time.

Zhili Feng, Praneeth Kacham, David P. Woodruff

CoRR, 2019

CogCompTime: A Tool for Understanding Time in Natural Language Text.

Qiang Ning, Ben Zhou, Zhili Feng, Haoruo Peng, Dan Roth

CoRR, 2019

Does Data Augmentation Lead to Positive Margin?

Shashank Rajput, Zhili Feng, Zachary Charles, Po-Ling Loh, Dimitris S. Papailiopoulos

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

CogCompNLP: Your Swiss Army Knife for NLP.

Daniel Khashabi, Mark Sammons, Ben Zhou, Tom Redman, Christos Christodoulopoulos, Vivek Srikumar, Nicholas Rizzolo, Lev-Arie Ratinov, Guanheng Luo, Quang Do, Chen-Tse Tsai, Subhro Roy, Stephen Mayhew, Zhili Feng, John Wieting, Xiaodong Yu, Yangqiu Song, Shashank Gupta, Shyam Upadhyay, Naveen Arivazhagan, Qiang Ning, Shaoshi Ling, Dan Roth

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Online Learning with Graph-Structured Feedback against Adaptive Adversaries.

Zhili Feng, Po-Ling Loh

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

CogCompTime: A Tool for Understanding Time in Natural Language.

Qiang Ning, Ben Zhou, Zhili Feng, Haoruo Peng, Dan Roth

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018

Joint Reasoning for Temporal and Causal Relations.

Qiang Ning, Zhili Feng, Hao Wu, Dan Roth

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

A Structured Learning Approach to Temporal Relation Extraction.

Qiang Ning, Zhili Feng, Dan Roth

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

High temperature full-field strain measurement based on digital image correlation during arc welding.

X. Zhou, H. B. Chen, Jian Chen, S. B. Chen, Zhili Feng

Proceedings of the 2016 IEEE Workshop on Advanced Robotics and its Social Impacts, 2016

In situ strain monitoring in gas tungsten arc welding processes.

Zongyao Chen, Jian Chen, Zhili Feng, Yuming Zhang

Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2016

Dynamic evolution of the weld pool reflection during weld penetration development.

Jinsong Chen, Jian Chen, Zhili Feng, YuMing Zhang

Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2016