Renjie Pi

According to our database, Renjie Pi authored at least 28 papers between 2004 and 2024.

Collaborative distances:

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

2024

LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning.

Rui Pan, Xiang Liu, Shizhe Diao, Renjie Pi, Jipeng Zhang, Chi Han, Tong Zhang

CoRR, 2024

Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization.

Renjie Pi, Tianyang Han, Wei Xiong, Jipeng Zhang, Runtao Liu, Rui Pan, Tong Zhang

CoRR, 2024

GradSafe: Detecting Unsafe Prompts for LLMs via Safety-Critical Gradient Analysis.

Yueqi Xie, Minghong Fang, Renjie Pi, Neil Zhenqiang Gong

CoRR, 2024

SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark.

Zhenwen Liang, Kehan Guo, Gang Liu, Taicheng Guo, Yujun Zhou, Tianyu Yang, Jiajun Jiao, Renjie Pi, Jipeng Zhang, Xiangliang Zhang

CoRR, 2024

The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs.

Tianyang Han, Qing Lian, Rui Pan, Renjie Pi, Jipeng Zhang, Shizhe Diao, Yong Lin, Tong Zhang

CoRR, 2024

MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance.

Renjie Pi, Tianyang Han, Yueqi Xie, Rui Pan, Qing Lian, Hanze Dong, Jipeng Zhang, Tong Zhang

CoRR, 2024

2023

G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model.

Jiahui Gao, Renjie Pi, Jipeng Zhang, Jiacheng Ye, Wanjun Zhong, Yufei Wang, Lanqing Hong, Jianhua Han, Hang Xu, Zhenguo Li, Lingpeng Kong

CoRR, 2023

PerceptionGPT: Effectively Fusing Visual Perception into LLM.

Renjie Pi, Lewei Yao, Jiahui Gao, Jipeng Zhang, Tong Zhang

CoRR, 2023

Speciality vs Generality: An Empirical Study on Catastrophic Forgetting in Fine-tuning Foundation Models.

Yong Lin, Lu Tan, Hangyu Lin, Zeming Zheng, Renjie Pi, Jipeng Zhang, Shizhe Diao, Haoxiang Wang, Han Zhao, Yuan Yao, Tong Zhang

CoRR, 2023

Probabilistic Bilevel Coreset Selection.

Xiao Zhou, Renjie Pi, Weizhong Zhang, Yong Lin, Tong Zhang

CoRR, 2023

Measure the Predictive Heterogeneity.

Jiashuo Liu, Jiayun Wu, Renjie Pi, Renzhe Xu, Xingxuan Zhang, Bo Li, Peng Cui

Proceedings of the Eleventh International Conference on Learning Representations, 2023

A Holistic View of Label Noise Transition Matrix in Deep Learning and Beyond.

Yong Lin, Renjie Pi, Weizhong Zhang, Xiaobo Xia, Jiahui Gao, Xiao Zhou, Tongliang Liu, Bo Han

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning.

Jiahui Gao, Renjie Pi, Yong Lin, Hang Xu, Jiacheng Ye, Zhiyong Wu, Weizhong Zhang, Xiaodan Liang, Zhenguo Li, Lingpeng Kong

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DetGPT: Detect What You Need via Reasoning.

Renjie Pi, Jiahui Gao, Shizhe Diao, Rui Pan, Hanze Dong, Jipeng Zhang, Lewei Yao, Jianhua Han, Hang Xu, Lingpeng Kong, Tong Zhang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

DYNAFED: Tackling Client Data Heterogeneity with Global Dynamics.

Renjie Pi, Weizhong Zhang, Yueqi Xie, Jiahui Gao, Xiaoyu Wang, Sunghun Kim, Qifeng Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Robust Federated Learning against both Data Heterogeneity and Poisoning Attack via Aggregation Optimization.

Yueqi Xie, Weizhong Zhang, Renjie Pi, Fangzhao Wu, Qifeng Chen, Xing Xie, Sunghun Kim

CoRR, 2022

ZeroGen⁺: Self-Guided High-Quality Data Generation in Efficient Zero-Shot Learning.

Jiahui Gao, Renjie Pi, Yong Lin, Hang Xu, Jiacheng Ye, Zhiyong Wu, Xiaodan Liang, Zhenguo Li, Lingpeng Kong

CoRR, 2022

Probabilistic Bilevel Coreset Selection.

Xiao Zhou, Renjie Pi, Weizhong Zhang, Yong Lin, Zonghao Chen, Tong Zhang

Proceedings of the International Conference on Machine Learning, 2022

Model Agnostic Sample Reweighting for Out-of-Distribution Learning.

Xiao Zhou, Yong Lin, Renjie Pi, Weizhong Zhang, Renzhe Xu, Peng Cui, Tong Zhang

Proceedings of the International Conference on Machine Learning, 2022

2021

G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation.

Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li, Tong Zhang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic Distillation.

Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li, Tong Zhang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS.

Han Shi, Renjie Pi, Hang Xu, Zhenguo Li, James T. Kwok, Tong Zhang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Multi-objective Neural Architecture Search via Predictive Network Performance Optimization.

Han Shi, Renjie Pi, Hang Xu, Zhenguo Li, James T. Kwok, Tong Zhang

CoRR, 2019

2015

The Design and Implementation of Openstreetmap Application System Aimed at Emergency Logistics.

Long Li, Renjie Pi, Huiling Zhou

Proceedings of the Information Technology and Intelligent Transportation Systems, 2015

2011

A Differentiated Service based Content Distribution Method in CDN.

Binjie Zhu, Ke Xu, Renjie Pi

Proceedings of the ICEIS 2011, 2011

Solutions for Enabling Communication between Different Proprietary Peer-to-peer Systems.

Renjie Pi, Junjie Tong, Ke Xu

Proceedings of the ICEIS 2011, 2011

2006

Design a Transparent MGCP Media Switch.

Renjie Pi, Xiaosu Zhan, Yue Ma

Proceedings of the 10th International Conference on CSCW in Design, 2006

2004

Multi-Path Transmission based on Overlay Network.

Renjie Pi, Song Junde

Proceedings of the 18th International Conference on Advanced Information Networking and Applications (AINA 2004), 2004