Renjie Pi

According to our database, Renjie Pi authored at least 58 papers between 2004 and 2025.

Collaborative distances:

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

2025

VL-GenRM: Enhancing Vision-Language Verification via Vision Experts and Iterative Training.

Jipeng Zhang, Kehao Miao, Renjie Pi, Zhaowei Wang, Runtao Liu, Rui Pan, Tong Zhang

CoRR, June, 2025

ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects.

Jipeng Zhang, Haolin Yang, Kehao Miao, Ruiyuan Zhang, Renjie Pi, Jiahui Gao, Xiaofang Zhou

CoRR, May, 2025

MR. Judge: Multimodal Reasoner as a Judge.

Renjie Pi, Felix Bai, Qibin Chen, Simon Wang, Jiulong Shan, Kieran Liu, Meng Cao

CoRR, May, 2025

MA-LoT: Multi-Agent Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving.

Ruida Wang, Rui Pan, Yuxin Li, Jipeng Zhang, Yizhen Jia, Shizhe Diao, Renjie Pi, Junjie Hu, Tong Zhang

CoRR, March, 2025

VLM²-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues.

Jianshu Zhang, Dongyu Yao, Renjie Pi, Paul Pu Liang, Yi R. Fung

CoRR, February, 2025

Adapt-Pruner: Adaptive Structural Pruning for Efficient Small Language Model Training.

Boyao Wang, Rui Pan, Shizhe Diao, Xingyuan Pan, Jipeng Zhang, Renjie Pi, Tong Zhang

CoRR, February, 2025

TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data.

Jipeng Zhang, Yaxuan Qin, Renjie Pi, Weizhong Zhang, Rui Pan, Tong Zhang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Personalized Visual Instruction Tuning.

Renjie Pi, Jianshu Zhang, Tianyang Han, Jipeng Zhang, Rui Pan, Tong Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration.

Qintong Li, Jiahui Gao, Sheng Wang, Renjie Pi, Xueliang Zhao, Chuan Wu, Xin Jiang, Zhenguo Li, Lingpeng Kong

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

VideoDPO: Omni-Preference Alignment for Video Diffusion Generation.

Runtao Liu, Haoyu Wu, Ziqiang Zheng, Chen Wei, Yingqing He, Renjie Pi, Qifeng Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language.

Jipeng Zhang, Jianshu Zhang, Yuanzhe Li, Renjie Pi, Rui Pan, Runtao Liu, Ziqiang Zheng, Tong Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues.

Jianshu Zhang, Dongyu Yao, Renjie Pi, Paul Pu Liang, Yi R. Fung

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting.

Rui Pan, Dylan Zhang, Hanning Zhang, Xingyuan Pan, Minrui Xu, Jipeng Zhang, Renjie Pi, Xiaoyu Wang, Tong Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

SafetyDPO: Scalable Safety Alignment for Text-to-Image Generation.

Runtao Liu, Chen I Chieh, Jindong Gu, Jipeng Zhang, Renjie Pi, Qifeng Chen, Philip Torr, Ashkan Khakzar, Fabio Pizzati

CoRR, 2024

Bridge-Coder: Unlocking LLMs' Potential to Overcome Language Gaps in Low-Resource Code.

Jipeng Zhang, Jianshu Zhang, Yuanzhe Li, Renjie Pi, Rui Pan, Runtao Liu, Ziqiang Zheng, Tong Zhang

CoRR, 2024

Forewarned is Forearmed: Leveraging LLMs for Data Synthesis through Failure-Inducing Exploration.

Qintong Li, Jiahui Gao, Sheng Wang, Renjie Pi, Xueliang Zhao, Chuan Wu, Xin Jiang, Zhenguo Li, Lingpeng Kong

CoRR, 2024

CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration.

Jiahui Gao, Renjie Pi, Tianyang Han, Han Wu, Lanqing Hong, Lingpeng Kong, Xin Jiang, Zhenguo Li

CoRR, 2024

ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting.

Rui Pan, Jipeng Zhang, Xingyuan Pan, Renjie Pi, Xiaoyu Wang, Tong Zhang

CoRR, 2024

Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image Descriptions.

Renjie Pi, Jianshu Zhang, Jipeng Zhang, Rui Pan, Zhekai Chen, 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

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

Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions.

Renjie Pi, Jianshu Zhang, Jipeng Zhang, Rui Pan, Zhekai Chen, Tong Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

HiA: Towards Chinese Multimodal LLMs for Comparative High-Resolution Joint Diagnosis.

Xinpeng Ding, Yongqiang Chu, Renjie Pi, Hualiang Wang, Xiaomeng Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Efficient Denoising Diffusion via Probabilistic Masking.

Weizhong Zhang, Zhiwei Zhang, Renjie Pi, Zhongming Jin, Yuan Gao, Jieping Ye, Kani Chen

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

Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction.

Renjie Pi, Lewei Yao, Jianhua Han, Xiaodan Liang, Wei Zhang, Hang Xu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts.

Ruida Wang, Jipeng Zhang, Yizhen Jia, Rui Pan, Shizhe Diao, Renjie Pi, Tong Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

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

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Mitigating the Alignment Tax of RLHF.

Yong Lin, Hangyu Lin, Wei Xiong, Shizhe Diao, Jianmeng Liu, Jipeng Zhang, Rui Pan, Haoxiang Wang, Wenbin Hu, Hanning Zhang, Hanze Dong, Renjie Pi, Han Zhao, Nan Jiang, Heng Ji, Yuan Yao, Tong Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

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

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization.

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

Proceedings of the Computer Vision - ECCV 2024, 2024

DetCLIPv3: Towards Versatile Generative Open-Vocabulary Object Detection.

Lewei Yao, Renjie Pi, Jianhua Han, Xiaodan Liang, Hang Xu, Wei Zhang, Zhenguo Li, Dan Xu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

PerceptionGPT: Effectively Fusing Visual Perception Into LLM.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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

Yueqi Xie, Minghong Fang, Renjie Pi, Neil Gong

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Plum: Prompt Learning using Metaheuristics.

Rui Pan, Shuo Xing, Shizhe Diao, Wenhe Sun, Xiang Liu, Kashun Shum, Jipeng Zhang, Renjie Pi, Tong Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 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

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

Mitigating the Alignment Tax of RLHF.

Yong Lin, Hangyu Lin, Wei Xiong, Shizhe Diao, Jianmeng Liu, Jipeng Zhang, Rui Pan, Haoxiang Wang, Wenbin Hu, Hanning Zhang, Hanze Dong, Renjie Pi, Han Zhao, Nan Jiang, 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