Renjie Pi

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 37

Top Topics

Discriminative Classifiers

Neural Architecture

Analogical Reasoning

Discriminatively Trained

Top Venues

Publications

Yueqi Xie, Minghong Fang, Renjie Pi, Neil Gong
GradSafe: Detecting Jailbreak Prompts for LLMs via Safety-Critical Gradient Analysis. ACL (1) (2024)
Rui Pan, Xiang Liu, Shizhe Diao, Renjie Pi, Jipeng Zhang, Chi Han, Tong Zhang
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning. CoRR (2024)
Yueqi Xie, Minghong Fang, Renjie Pi, Neil Zhenqiang Gong
GradSafe: Detecting Unsafe Prompts for LLMs via Safety-Critical Gradient Analysis. CoRR (2024)
Rui Pan, Shuo Xing, Shizhe Diao, Wenhe Sun, Xiang Liu, Kashun Shum, Jipeng Zhang, Renjie Pi, Tong Zhang
Plum: Prompt Learning using Metaheuristics. ACL (Findings) (2024)
Tianyang Han, Qing Lian, Rui Pan, Renjie Pi, Jipeng Zhang, Shizhe Diao, Yong Lin, Tong Zhang
The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs. CoRR (2024)
Renjie Pi, Tianyang Han, Yueqi Xie, Rui Pan, Qing Lian, Hanze Dong, Jipeng Zhang, Tong Zhang
MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance. CoRR (2024)
Renjie Pi, Jianshu Zhang, Jipeng Zhang, Rui Pan, Zhekai Chen, Tong Zhang
Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image Descriptions. CoRR (2024)
Rui Pan, Jipeng Zhang, Xingyuan Pan, Renjie Pi, Xiaoyu Wang, Tong Zhang
ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting. CoRR (2024)
Renjie Pi, Tianyang Han, Wei Xiong, Jipeng Zhang, Runtao Liu, Rui Pan, Tong Zhang
Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization. CoRR (2024)
Jipeng Zhang, Yaxuan Qin, Renjie Pi, Weizhong Zhang, Rui Pan, Tong Zhang
TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data. CoRR (2024)
Ruida Wang, Jipeng Zhang, Yizhen Jia, Rui Pan, Shizhe Diao, Renjie Pi, Tong Zhang
TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts. CoRR (2024)
Zhenwen Liang, Kehan Guo, Gang Liu, Taicheng Guo, Yujun Zhou, Tianyu Yang, Jiajun Jiao, Renjie Pi, Jipeng Zhang, Xiangliang Zhang
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark. CoRR (2024)
Lewei Yao, Renjie Pi, Jianhua Han, Xiaodan Liang, Hang Xu, Wei Zhang, Zhenguo Li, Dan Xu
DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection. CoRR (2024)
Renjie Pi, Lewei Yao, Jianhua Han, Xiaodan Liang, Wei Zhang, Hang Xu
Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction. ICLR (2024)
Renjie Pi, Jiahui Gao, Shizhe Diao, Rui Pan, Hanze Dong, Jipeng Zhang, Lewei Yao, Jianhua Han, Hang Xu, Lingpeng Kong, Tong Zhang
DetGPT: Detect What You Need via Reasoning. CoRR (2023)
Jiahui Gao, Renjie Pi, Yong Lin, Hang Xu, Jiacheng Ye, Zhiyong Wu, Weizhong Zhang, Xiaodan Liang, Zhenguo Li, Lingpeng Kong
Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning. ICLR (2023)
Renjie Pi, Jiahui Gao, Shizhe Diao, Rui Pan, Hanze Dong, Jipeng Zhang, Lewei Yao, Jianhua Han, Hang Xu, Lingpeng Kong, Tong Zhang
DetGPT: Detect What You Need via Reasoning. EMNLP (2023)
Yong Lin, Lu Tan, Hangyu Lin, Zeming Zheng, Renjie Pi, Jipeng Zhang, Shizhe Diao, Haoxiang Wang, Han Zhao, Yuan Yao, Tong Zhang
Speciality vs Generality: An Empirical Study on Catastrophic Forgetting in Fine-tuning Foundation Models. CoRR (2023)
Renjie Pi, Lewei Yao, Jiahui Gao, Jipeng Zhang, Tong Zhang
PerceptionGPT: Effectively Fusing Visual Perception into LLM. CoRR (2023)
Yong Lin, Renjie Pi, Weizhong Zhang, Xiaobo Xia, Jiahui Gao, Xiao Zhou, Tongliang Liu, Bo Han
A Holistic View of Label Noise Transition Matrix in Deep Learning and Beyond. ICLR (2023)
Jiashuo Liu, Jiayun Wu, Renjie Pi, Renzhe Xu, Xingxuan Zhang, Bo Li, Peng Cui
Measure the Predictive Heterogeneity. ICLR (2023)
Xiao Zhou, Renjie Pi, Weizhong Zhang, Yong Lin, Tong Zhang
Probabilistic Bilevel Coreset Selection. CoRR (2023)
Jiahui Gao, Renjie Pi, Jipeng Zhang, Jiacheng Ye, Wanjun Zhong, Yufei Wang, Lanqing Hong, Jianhua Han, Hang Xu, Zhenguo Li, Lingpeng Kong
G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model. CoRR (2023)
Renjie Pi, Weizhong Zhang, Yueqi Xie, Jiahui Gao, Xiaoyu Wang, Sunghun Kim, Qifeng Chen
DYNAFED: Tackling Client Data Heterogeneity with Global Dynamics. CVPR (2023)
Xiao Zhou, Yong Lin, Renjie Pi, Weizhong Zhang, Renzhe Xu, Peng Cui, Tong Zhang
Model Agnostic Sample Reweighting for Out-of-Distribution Learning. CoRR (2023)
Xiaoyu Wang, Rui Pan, Renjie Pi, Tong Zhang
Effective Bilevel Optimization via Minimax Reformulation. CoRR (2023)
Renjie Pi, Weizhong Zhang, Yueqi Xie, Jiahui Gao, Xiaoyu Wang, Sunghun Kim, Qifeng Chen
DYNAFED: Tackling Client Data Heterogeneity with Global Dynamics. CoRR (2022)
Xiao Zhou, Renjie Pi, Weizhong Zhang, Yong Lin, Zonghao Chen, Tong Zhang
Probabilistic Bilevel Coreset Selection. ICML (2022)
Yueqi Xie, Weizhong Zhang, Renjie Pi, Fangzhao Wu, Qifeng Chen, Xing Xie, Sunghun Kim
Robust Federated Learning against both Data Heterogeneity and Poisoning Attack via Aggregation Optimization. CoRR (2022)
Jiahui Gao, Renjie Pi, Yong Lin, Hang Xu, Jiacheng Ye, Zhiyong Wu, Xiaodan Liang, Zhenguo Li, Lingpeng Kong
: Self-Guided High-Quality Data Generation in Efficient Zero-Shot Learning. CoRR (2022)
Xiao Zhou, Yong Lin, Renjie Pi, Weizhong Zhang, Renzhe Xu, Peng Cui, Tong Zhang
Model Agnostic Sample Reweighting for Out-of-Distribution Learning. ICML (2022)
Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li, Tong Zhang
Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation. CoRR (2021)
Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li, Tong Zhang
Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic Distillation. CVPR (2021)
Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li, Tong Zhang
G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation. CoRR (2021)
Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li, Tong Zhang
G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation. ICCV (2021)
Han Shi, Renjie Pi, Hang Xu, Zhenguo Li, James T. Kwok, Tong Zhang
Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS. NeurIPS (2020)
Han Shi, Renjie Pi, Hang Xu, Zhenguo Li, James T. Kwok, Tong Zhang
Multi-objective Neural Architecture Search via Predictive Network Performance Optimization. CoRR (2019)
Long Li, Renjie Pi, Huiling Zhou
The Design and Implementation of Openstreetmap Application System Aimed at Emergency Logistics. ITITS (1) (2015)
Binjie Zhu, Ke Xu, Renjie Pi
A Differentiated Service based Content Distribution Method in CDN. ICEIS (1) (2011)
Renjie Pi, Junjie Tong, Ke Xu
Solutions for Enabling Communication between Different Proprietary Peer-to-peer Systems. ICEIS (1) (2011)
Renjie Pi, Xiaosu Zhan, Yue Ma
Design a Transparent MGCP Media Switch. CSCWD (2006)
Renjie Pi, Song Junde
Multi-Path Transmission based on Overlay Network. AINA (2) (2004)