Multi-Path Transmission based on Overlay Network. - Renjie Pi; Song Junde (AINA (2), 2004)

Design a Transparent MGCP Media Switch. - Renjie Pi; Xiaosu Zhan; Yue Ma (CSCWD, 2006)

Solutions for Enabling Communication between Different Proprietary Peer-to-peer Systems. - Renjie Pi; Junjie Tong; Ke Xu (ICEIS (1), 2011)

A Differentiated Service based Content Distribution Method in CDN. - Binjie Zhu; Ke Xu; Renjie Pi (ICEIS (1), 2011)

The Design and Implementation of Openstreetmap Application System Aimed at Emergency Logistics. - Long Li; Renjie Pi; Huiling Zhou (ITITS (1), 2015)

Multi-objective Neural Architecture Search via Predictive Network Performance Optimization. - Han Shi; Renjie Pi; Hang Xu 004; Zhenguo Li; James T. Kwok; Tong Zhang 001 (CoRR, 2019)

Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS. - Han Shi; Renjie Pi; Hang Xu 004; Zhenguo Li; James T. Kwok; Tong Zhang 001 (NeurIPS, 2020)

Joint-DetNAS: Upgrade Your Detector With NAS, Pruning and Dynamic Distillation. - Lewei Yao; Renjie Pi; Hang Xu 004; Wei Zhang 196; Zhenguo Li; Tong Zhang 001 (CVPR, 2021)

G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation. - Lewei Yao; Renjie Pi; Hang Xu 004; Wei Zhang 196; Zhenguo Li; Tong Zhang 001 (ICCV, 2021)

Model Agnostic Sample Reweighting for Out-of-Distribution Learning. - Xiao Zhou; Yong Lin; Renjie Pi; Weizhong Zhang; Renzhe Xu; Peng Cui 001; Tong Zhang 001 (ICML, 2022)

Probabilistic Bilevel Coreset Selection. - Xiao Zhou; Renjie Pi; Weizhong Zhang; Yong Lin; Zonghao Chen; Tong Zhang 001 (ICML, 2022)

ZeroGen+: Self-Guided High-Quality Data Generation in Efficient Zero-Shot Learning. - Jiahui Gao; Renjie Pi; Yong Lin; Hang Xu 004; Jiacheng Ye; Zhiyong Wu 003; Xiaodan Liang; Zhenguo Li; Lingpeng Kong (CoRR, 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 001; Sunghun Kim 001 (CoRR, 2022)

DYNAFED: Tackling Client Data Heterogeneity with Global Dynamics. - Renjie Pi; Weizhong Zhang; Yueqi Xie; Jiahui Gao; Xiaoyu Wang; Sunghun Kim 001; Qifeng Chen (CVPR, 2023)

DetGPT: Detect What You Need via Reasoning. - Renjie Pi; Jiahui Gao; Shizhe Diao; Rui Pan 002; Hanze Dong; Jipeng Zhang; Lewei Yao; Jianhua Han; Hang Xu 004; Lingpeng Kong; Tong Zhang 001 (EMNLP, 2023)

Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning. - Jiahui Gao; Renjie Pi; Yong Lin; Hang Xu 004; Jiacheng Ye; Zhiyong Wu 003; Weizhong Zhang; Xiaodan Liang; Zhenguo Li; Lingpeng Kong (ICLR, 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 003 (ICLR, 2023)

Measure the Predictive Heterogeneity. - Jiashuo Liu; Jiayun Wu; Renjie Pi; Renzhe Xu; Xingxuan Zhang; Bo Li 064; Peng Cui 001 (ICLR, 2023)

Probabilistic Bilevel Coreset Selection. - Xiao Zhou; Renjie Pi; Weizhong Zhang; Yong Lin; Tong Zhang 001 (CoRR, 2023)

Mitigating the Alignment Tax of RLHF. - Yong Lin; Hangyu Lin; Wei Xiong 015; Shizhe Diao; Jianmeng Liu; Jipeng Zhang; Rui Pan 002; Haoxiang Wang 003; Wenbin Hu 002; Hanning Zhang; Hanze Dong; Renjie Pi; et al. (CoRR, 2023)

SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark. - Zhenwen Liang; Kehan Guo; Gang Liu; Taicheng Guo; Yujun Zhou 002; Tianyu Yang; Jiajun Jiao; Renjie Pi; Jipeng Zhang; Xiangliang Zhang 001 (ACL (Short Papers), 2024)

Plum: Prompt Learning using Metaheuristics. - Rui Pan 002; Shuo Xing; Shizhe Diao; Wenhe Sun; Xiang Liu; Kashun Shum; Jipeng Zhang; Renjie Pi; Tong Zhang 001 (ACL (Findings), 2024)

GradSafe: Detecting Jailbreak Prompts for LLMs via Safety-Critical Gradient Analysis. - Yueqi Xie; Minghong Fang; Renjie Pi; Neil Gong 001 (ACL (1), 2024)

PerceptionGPT: Effectively Fusing Visual Perception Into LLM. - Renjie Pi; Lewei Yao; Jiahui Gao; Jipeng Zhang; Tong Zhang 001 (CVPR, 2024)

DetCLIPv3: Towards Versatile Generative Open-Vocabulary Object Detection. - Lewei Yao; Renjie Pi; Jianhua Han; Xiaodan Liang; Hang Xu 004; Wei Zhang 196; Zhenguo Li; Dan Xu 002 (CVPR, 2024)

Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization. - Renjie Pi; Tianyang Han; Wei Xiong 015; Jipeng Zhang; Runtao Liu; Rui Pan 002; Tong Zhang 001 (ECCV (33), 2024)

The Instinctive Bias: Spurious Images lead to Illusion in MLLMs. - Tianyang Han; Qing Lian; Rui Pan 002; Renjie Pi; Jipeng Zhang; Shizhe Diao; Yong Lin; Tong Zhang 001 (EMNLP, 2024)

Mitigating the Alignment Tax of RLHF. - Yong Lin; Hangyu Lin; Wei Xiong 015; Shizhe Diao; Jianmeng Liu; Jipeng Zhang; Rui Pan 002; Haoxiang Wang 003; Wenbin Hu 002; Hanning Zhang; Hanze Dong; Renjie Pi; et al. (EMNLP, 2024)

MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance. - Renjie Pi; Tianyang Han; Jianshu Zhang 003; Yueqi Xie; Rui Pan 002; Qing Lian; Hanze Dong; Jipeng Zhang; Tong Zhang 001 (EMNLP, 2024)

TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts. - Ruida Wang; Jipeng Zhang; Yizhen Jia; Rui Pan 002; Shizhe Diao; Renjie Pi; Tong Zhang 001 (EMNLP, 2024)

Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction. - Renjie Pi; Lewei Yao; Jianhua Han; Xiaodan Liang; Wei Zhang 196; Hang Xu 004 (ICLR, 2024)

Efficient Denoising Diffusion via Probabilistic Masking. - Weizhong Zhang; Zhiwei Zhang; Renjie Pi; Zhongming Jin 001; Yuan Gao 015; Jieping Ye; Kani Chen (ICML, 2024)

HiA: Towards Chinese Multimodal LLMs for Comparative High-Resolution Joint Diagnosis. - Xinpeng Ding; Yongqiang Chu; Renjie Pi; Hualiang Wang; Xiaomeng Li 001 (MICCAI (12), 2024)

LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning. - Rui Pan 002; Xiang Liu; Shizhe Diao; Renjie Pi; Jipeng Zhang; Chi Han; Tong Zhang 001 (NeurIPS, 2024)

Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions. - Renjie Pi; Jianshu Zhang 003; Jipeng Zhang; Rui Pan 002; Zhekai Chen; Tong Zhang 001 (NeurIPS, 2024)

MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance. - Renjie Pi; Tianyang Han; Yueqi Xie; Rui Pan 002; Qing Lian; Hanze Dong; Jipeng Zhang; Tong Zhang 001 (CoRR, 2024)

The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs. - Tianyang Han; Qing Lian; Rui Pan 002; Renjie Pi; Jipeng Zhang; Shizhe Diao; Yong Lin; Tong Zhang 001 (CoRR, 2024)

GradSafe: Detecting Unsafe Prompts for LLMs via Safety-Critical Gradient Analysis. - Yueqi Xie; Minghong Fang; Renjie Pi; Neil Zhenqiang Gong (CoRR, 2024)

Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image Descriptions. - Renjie Pi; Jianshu Zhang 003; Jipeng Zhang; Rui Pan 002; Zhekai Chen; Tong Zhang 001 (CoRR, 2024)

ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting. - Rui Pan 002; Jipeng Zhang; Xingyuan Pan; Renjie Pi; Xiaoyu Wang 008; Tong Zhang 001 (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 002; Zhenguo Li (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 002; Zhenguo Li; Lingpeng Kong (CoRR, 2024)

Bridge-Coder: Unlocking LLMs' Potential to Overcome Language Gaps in Low-Resource Code. - Jipeng Zhang; Jianshu Zhang 003; Yuanzhe Li; Renjie Pi; Rui Pan 002; Runtao Liu; Ziqiang Zheng; Tong Zhang 001 (CoRR, 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 001; Ashkan Khakzar; Fabio Pizzati (CoRR, 2024)

ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting. - Rui Pan 002; Dylan Zhang; Hanning Zhang; Xingyuan Pan; Minrui Xu; Jipeng Zhang; Renjie Pi; Xiaoyu Wang 008; Tong Zhang 001 (ACL (1), 2025)

VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues. - Jianshu Zhang 003; Dongyu Yao; Renjie Pi; Paul Pu Liang; Yi R. Fung 001 (ACL (1), 2025)

Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language. - Jipeng Zhang; Jianshu Zhang 003; Yuanzhe Li; Renjie Pi; Rui Pan 002; Runtao Liu; Ziqiang Zheng; Tong Zhang 001 (ACL (Findings), 2025)

VideoDPO: Omni-Preference Alignment for Video Diffusion Generation. - Runtao Liu; Haoyu Wu; Ziqiang Zheng; Chen Wei; Yingqing He; Renjie Pi; Qifeng Chen (CVPR, 2025)

G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model. - Jiahui Gao; Renjie Pi; Jipeng Zhang; Jiacheng Ye; Wanjun Zhong; Yufei Wang 005; Lanqing Hong; Jianhua Han; Hang Xu 004; Zhenguo Li; Lingpeng Kong (ICLR, 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 (ICLR, 2025)

Personalized Visual Instruction Tuning. - Renjie Pi; Jianshu Zhang 003; Tianyang Han; Jipeng Zhang; Rui Pan 002; Tong Zhang 001 (ICLR, 2025)

TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data. - Jipeng Zhang; Yaxuan Qin; Renjie Pi; Weizhong Zhang; Rui Pan 002; Tong Zhang 001 (NAACL (Findings), 2025)

Adapt-Pruner: Adaptive Structural Pruning for Efficient Small Language Model Training. - Boyao Wang; Rui Pan 002; Shizhe Diao; Xingyuan Pan; Jipeng Zhang; Renjie Pi; Tong Zhang 001 (CoRR, 2025)

VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues. - Jianshu Zhang 003; Dongyu Yao; Renjie Pi; Paul Pu Liang; Yi R. Fung 001 (CoRR, 2025)

MA-LoT: Multi-Agent Lean-based Long Chain-of-Thought Reasoning enhances Formal Theorem Proving. - Ruida Wang; Rui Pan 002; Yuxin Li; Jipeng Zhang; Yizhen Jia; Shizhe Diao; Renjie Pi; Junjie Hu; Tong Zhang 001 (CoRR, 2025)

MR. Judge: Multimodal Reasoner as a Judge. - Renjie Pi; Felix Bai; Qibin Chen; Simon Wang; Jiulong Shan; Kieran Liu; Meng Cao (CoRR, 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, 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 002; Tong Zhang 001 (CoRR, 2025)