Jipeng Zhang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 66

Top Topics

Autonomous Vehicles

Reinforcement Learning

Top Venues

IACR Trans. Cryptogr. Hardw. Embed. Syst.

Publications

Jipeng Zhang, Junhao Huang, Lirui Zhao, Donglong Chen, Çetin Kaya Koç
ENG25519: Faster TLS 1.3 handshake using optimized X25519 and Ed25519. USENIX Security Symposium (2024)
Ying Su, Jipeng Zhang, Yangqiu Song, Tong Zhang
PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs. CoRR (2024)
Junhao Huang, Haosong Zhao, Jipeng Zhang, Wangchen Dai, Lu Zhou, Ray C. C. Cheung, Çetin Kaya Koç, Donglong Chen
Yet Another Improvement of Plantard Arithmetic for Faster Kyber on Low-End 32-bit IoT Devices. IEEE Trans. Inf. Forensics Secur. 19 (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)
Junhao Huang, Alexandre Adomnicai, Jipeng Zhang, Wangchen Dai, Yao Liu, Ray C. C. Cheung, Çetin Kaya Koç, Donglong Chen
Revisiting Keccak and Dilithium Implementations on ARMv7-M. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2024 (2) (2024)
Ying Su, Jipeng Zhang, Yangqiu Song, Tong Zhang
PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs. *SEM@NAACL (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)
Chengpeng Wang, Jipeng Zhang, Rongxin Wu, Charles Zhang
DAInfer: Inferring API Aliasing Specifications from Library Documentation via Neurosymbolic Optimization. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Ziqiang Zheng, Yiwei Chen, Jipeng Zhang, Tuan-Anh Vu, Huimin Zeng, Yue Him Wong Tim, Sai-Kit Yeung
Exploring Boundary of GPT-4V on Marine Analysis: A Preliminary Case Study. CoRR (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)
Yan Zeng, Xinsong Zhang, Hang Li, Jiawei Wang, Jipeng Zhang, Wangchunshu Zhou
X$^{2}$2-VLM: All-in-One Pre-Trained Model for Vision-Language Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (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)
Jiachen Yang, Jipeng Zhang
A Multi-Teacher Policy Distillation Framework for Enhancing Zero-Shot Generalization of Autonomous Driving Policies. IEEE Trans. Veh. Technol. 73 (7) (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)
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)
Jiachen Yang, Jipeng Zhang, Meng Xi, Yutian Lei, Yiwen Sun
A Deep Reinforcement Learning Algorithm Suitable for Autonomous Vehicles: Double Bootstrapped Soft-Actor-Critic-Discrete. IEEE Trans. Cogn. Dev. Syst. 15 (4) (2023)
Junhao Huang, Haosong Zhao, Jipeng Zhang, Wangchen Dai, Lu Zhou, Ray C. C. Cheung, Çetin Kaya Koç, Donglong Chen
Yet another Improvement of Plantard Arithmetic for Faster Kyber on Low-end 32-bit IoT Devices. CoRR (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)
Yi Bin, Wenhao Shi, Bin Ji, Jipeng Zhang, Yujuan Ding, Yang Yang
Non-Autoregressive Sentence Ordering. CoRR (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)
Yi Bin, Wenhao Shi, Bin Ji, Jipeng Zhang, Yujuan Ding, Yang Yang
Non-Autoregressive Sentence Ordering. EMNLP (Findings) (2023)
Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang
Generalizing Math Word Problem Solvers via Solution Diversification. AAAI (2023)
Lang Zeng, Jipeng Zhang, Wei Chen, Ying Ding
Dynamic Prediction using Time-Dependent Cox Survival Neural Network. CoRR (2023)
Jipeng Zhang, Xiong Xiao, Ye Chen, Bin Zhang, Xinhua Ma, Xianyun Ai, Jinglun Li
A Portable Three-Layer Compton Camera for Wide-Energy-Range Gamma-ray Imaging: Design, Simulation and Preliminary Testing. Sensors 23 (21) (2023)
Zhenwen Liang, Jipeng Zhang, Kehan Guo, Xiaodong Wu, Jie Shao, Xiangliang Zhang
Compositional Mathematical Encoding for Math Word Problems. ACL (Findings) (2023)
Xinsong Zhang, Yan Zeng, Jipeng Zhang, Hang Li
Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks. CoRR (2023)
Zhenwen Liang, Tianyu Yang, Jipeng Zhang, Xiangliang Zhang
UniMath: A Foundational and Multimodal Mathematical Reasoner. EMNLP (2023)
Shizhe Diao, Rui Pan, Hanze Dong, Kashun Shum, Jipeng Zhang, Wei Xiong, Tong Zhang
LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. CoRR (2023)
Xinsong Zhang, Yan Zeng, Jipeng Zhang, Hang Li
Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks. EMNLP (Findings) (2023)
Ziqiang Zheng, Jipeng Zhang, Tuan-Anh Vu, Shizhe Diao, Yue Him Wong Tim, Sai-Kit Yeung
MarineGPT: Unlocking Secrets of Ocean to the Public. CoRR (2023)
Hanze Dong, Wei Xiong, Deepanshu Goyal, Yihan Zhang, Winnie Chow, Rui Pan, Shizhe Diao, Jipeng Zhang, Kashun Shum, Tong Zhang
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment. Trans. Mach. Learn. Res. 2023 (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)
Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang
Don't be Blind to Questions: Question-Oriented Math Word Problem Solving. IJCNLP (1) (2023)
Rui Pan, Shuo Xing, Shizhe Diao, Xiang Liu, Kashun Shum, Jipeng Zhang, Tong Zhang
Plum: Prompt Learning using Metaheuristic. CoRR (2023)
Hanze Dong, Wei Xiong, Deepanshu Goyal, Rui Pan, Shizhe Diao, Jipeng Zhang, Kashun Shum, Tong Zhang
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment. CoRR (2023)
Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association. EMNLP (2022)
Alireza Ganjdanesh, Jipeng Zhang, Wei Chen, Heng Huang
Multi-modal Genotype and Phenotype Mutual Learning to Enhance Single-Modal Input Based Longitudinal Outcome Prediction. RECOMB (2022)
Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei Qin, Yunshi Lan, Jie Shao, Xiangliang Zhang
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving. NAACL-HLT (Findings) (2022)
Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang
Generalizing Math Word Problem Solvers via Solution Diversification. CoRR (2022)
Zhenwen Liang, Jipeng Zhang, Xiangliang Zhang
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association. CoRR (2022)
Yan Zeng, Xinsong Zhang, Hang Li, Jiawei Wang, Jipeng Zhang, Wangchunshu Zhou
-VLM: All-In-One Pre-trained Model For Vision-Language Tasks. CoRR (2022)
Junhao Huang, Jipeng Zhang, Haosong Zhao, Zhe Liu, Ray C. C. Cheung, Çetin Kaya Koç, Donglong Chen
Improved Plantard Arithmetic for Lattice-based Cryptography. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2022 (4) (2022)
Jipeng Zhang, Jie Shao, Rui Cao, Lianli Gao, Xing Xu, Heng Tao Shen
Action-Centric Relation Transformer Network for Video Question Answering. IEEE Trans. Circuits Syst. Video Technol. 32 (1) (2022)
Junjie Huang, Chenglong Wang, Jipeng Zhang, Cong Yan, Haotian Cui, Jeevana Priya Inala, Colin B. Clement, Nan Duan, Jianfeng Gao
Execution-based Evaluation for Data Science Code Generation Models. CoRR (2022)
Alireza Ganjdanesh, Jipeng Zhang, Sarah Yan, Wei Chen, Heng Huang
Multimodal Genotype and Phenotype Data Integration to Improve Partial Data-Based Longitudinal Prediction. J. Comput. Biol. 29 (12) (2022)
Jipeng Zhang, Junhao Huang, Zhe Liu, Sujoy Sinha Roy
Time-Memory Trade-Offs for Saber+ on Memory-Constrained RISC-V Platform. IEEE Trans. Computers 71 (11) (2022)
Junhao Huang, Jipeng Zhang, Haosong Zhao, Zhe Liu, Ray C. C. Cheung, Çetin Kaya Koç, Donglong Chen
Improved Plantard Arithmetic for Lattice-based Cryptography. IACR Cryptol. ePrint Arch. 2022 (2022)
Yi Bin, Wenhao Shi, Jipeng Zhang, Yujuan Ding, Yang Yang, Heng Tao Shen
Non-Autoregressive Cross-Modal Coherence Modelling. ACM Multimedia (2022)
Zhenwen Liang, Jipeng Zhang, Jie Shao, Xiangliang Zhang
MWP-BERT: A Strong Baseline for Math Word Problems. CoRR (2021)
Jiachen Yang, Jipeng Zhang, Huihui Wang
Urban Traffic Control in Software Defined Internet of Things via a Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. 22 (6) (2021)
Jipeng Zhang, Junhao Huang, Zhe Liu, Sujoy Sinha Roy
Time-memory Trade-offs for Saber+ on Memory-constrained RISC-V. IACR Cryptol. ePrint Arch. 2021 (2021)
Jipeng Zhang, Yan Yang, Dongqing Wang
Dynamic analysis and chaos control of the switched-inductor boost converter with the memristive load. Int. J. Circuit Theory Appl. 49 (7) (2021)
Lirui Zhao, Jipeng Zhang, Junhao Huang, Zhe Liu, Gerhard P. Hancke
Efficient Implementation of Kyber on Mobile Devices. ICPADS (2021)
Jipeng Zhang, Zhe Liu, Hao Yang, Junhao Huang, Weibin Wu
An Efficient and Scalable Sparse Polynomial Multiplication Accelerator for LAC on FPGA. ICPADS (2020)
Jiachen Yang, Jipeng Zhang, Chaofan Ma, Huihui Wang, Juping Zhang, Gan Zheng
Deep learning-based edge caching for multi-cluster heterogeneous networks. Neural Comput. Appl. 32 (19) (2020)
Jipeng Zhang, Roy Ka-Wei Lee, Ee-Peng Lim, Wei Qin, Lei Wang, Jie Shao, Qianru Sun
Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem. IJCAI (2020)
Jipeng Zhang, Lei Wang, Roy Ka-Wei Lee, Yi Bin, Yan Wang, Jie Shao, Ee-Peng Lim
Graph-to-Tree Learning for Solving Math Word Problems. ACL (2020)
Lei Wang, Dongxiang Zhang, Jipeng Zhang, Xing Xu, Lianli Gao, Bing Tian Dai, Heng Tao Shen
Template-Based Math Word Problem Solvers with Recursive Neural Networks. AAAI (2019)
Jipeng Zhang, Zhongyang Yu, Ji Zhang, Baoming Bai, Chao Chen, Fuwei Huang
Speeding up LDPC Decoder by Inter-Frame Pipeline for Wireless Laser Communications. ICCC (2019)
Jierui Li, Lei Wang, Jipeng Zhang, Yan Wang, Bing Tian Dai, Dongxiang Zhang
Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions. ACL (1) (2019)