Ziyi Yang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 94

Top Topics

Anomaly Detection

Top Venues

IEEE Internet Things J.

EMNLP (Findings)

Publications

Ping Zhao, Yaqiong Mu, Ziyi Yang, Jianming Wu, Biyou Wang, Zhonglin Wang
Graph-Based Data Publication via Differentially Structural Inference. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Chunmei Bai, Ziyi Yang
Analysis of the Course Design of "Financial Analysis" Based on Big Data Technology. ICETC (2023)
Soumya Sanyal, Yichong Xu, Shuohang Wang, Ziyi Yang, Reid Pryzant, Wenhao Yu, Chenguang Zhu, Xiang Ren
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning. ACL (1) (2023)
Zirun Zhu, Hemin Yang, Min Tang, Ziyi Yang, Sefik Emre Eskimez, Huaming Wang
Real-Time Audio-Visual End-To-End Speech Enhancement. ICASSP (2023)
Jason Xinyu Liu, Ziyi Yang, Ifrah Idrees, Sam Liang, Benjamin Schornstein, Stefanie Tellex, Ankit Shah
Lang2LTL: Translating Natural Language Commands to Temporal Robot Task Specification. CoRR (2023)
Ziyi Yang, Xiangyin Meng, Wen Meng, Maolong Fu
Design and Implementation of Data Acquisition System for Low Vacuum Pipeline Maglev Experimental Platform Based on Clock Synchronization. CSAE (2023)
Jason Xinyu Liu, Ziyi Yang, Ifrah Idrees, Sam Liang, Benjamin Schornstein, Stefanie Tellex, Ankit Shah
Grounding Complex Natural Language Commands for Temporal Tasks in Unseen Environments. CoRL (2023)
Ping Zhao, Ziyi Yang, Yaqiong Mu, Guanglin Zhang
Selfish-Aware and Learning-Aided Computation Offloading for Edge-Cloud Collaboration Network. IEEE Internet Things J. 10 (11) (2023)
Mahmoud Khademi, Ziyi Yang, Felipe Frujeri, Chenguang Zhu
MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering. EMNLP (Findings) (2023)
Jiaxian Yan, Zhaofeng Ye, Ziyi Yang, Chengqiang Lu, Shengyu Zhang, Qi Liu, Jiezhong Qiu
Multi-task Bioassay Pre-training for Protein-ligand Binding Affinity Prediction. CoRR (2023)
Zineng Tang, Ziyi Yang, Chenguang Zhu, Michael Zeng, Mohit Bansal
Any-to-Any Generation via Composable Diffusion. NeurIPS (2023)
Yi-Hua Huang, Yang-Tian Sun, Ziyi Yang, Xiaoyang Lyu, Yan-Pei Cao, Xiaojuan Qi
SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes. CoRR (2023)
Ziyi Yang, Xinyu Gao, Wen Zhou, Shaohui Jiao, Yuqing Zhang, Xiaogang Jin
Deformable 3D Gaussians for High-Fidelity Monocular Dynamic Scene Reconstruction. CoRR (2023)
Ziyi Yang, Suhaib A. Fahmy
Exploring FPGA Acceleration for Distributed Serverless Computing. FPL (2023)
Ziyi Yang, Yanzhen Chen, Xinyu Gao, Yazhen Yuan, Yu Wu, Xiaowei Zhou, Xiaogang Jin
SIRe-IR: Inverse Rendering for BRDF Reconstruction with Shadow and Illumination Removal in High-Illuminance Scenes. CoRR (2023)
Ziyi Yang, Iman Soltani Bozchalooi, Eric Darve
Anomaly Detection with Domain Adaptation. CVPR Workshops (2023)
Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
Unifying Vision, Text, and Layout for Universal Document Processing. CVPR (2023)
Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization. ACL (1) (2023)
Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
i-Code: An Integrative and Composable Multimodal Learning Framework. AAAI (2023)
Da Song, Ziyi Yang, Gaofeng Pan, Shuai Wang, Jianping An
RIS-Assisted Covert Transmission in Satellite-Terrestrial Communication Systems. IEEE Internet Things J. 10 (22) (2023)
Zineng Tang, Ziyi Yang, Chenguang Zhu, Michael Zeng, Mohit Bansal
Any-to-Any Generation via Composable Diffusion. CoRR (2023)
Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Mei Gao, Yi-Ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data. CoRR (2023)
Jiacheng Cao, Ziyi Yang, Jie Lu, Jinmei Lai
A High-Performance YOLOV5 Accelerator for Object Detection with Near Sensor Intelligence. ASICON (2023)
Vin Sachidananda, Ziyi Yang, Chenguang Zhu
Global Selection of Contrastive Batches via Optimization on Sample Permutations. ICML (2023)
Xinyu Gao, Ziyi Yang, Yunlu Zhao, Yuxiang Sun, Xiaogang Jin, Changqing Zou
A General Implicit Framework for Fast NeRF Composition and Rendering. CoRR (2023)
Ziyi Yang, Shreyas Sundara Raman, Ankit Shah, Stefanie Tellex
Plug in the Safety Chip: Enforcing Constraints for LLM-driven Robot Agents. CoRR (2023)
Yuwei Fang, Mahmoud Khademi, Chenguang Zhu, Ziyi Yang, Reid Pryzant, Yichong Xu, Yao Qian, Takuya Yoshioka, Lu Yuan, Michael Zeng, Xuedong Huang
i-Code Studio: A Configurable and Composable Framework for Integrative AI. CoRR (2023)
Jiaxian Yan, Zhaofeng Ye, Ziyi Yang, Chengqiang Lu, Shengyu Zhang, Qi Liu, Jiezhong Qiu
Multi-task bioassay pre-training for protein-ligand binding affinity prediction. Briefings Bioinform. 25 (1) (2023)
Zineng Tang, Ziyi Yang, Mahmoud Khademi, Yang Liu, Chenguang Zhu, Mohit Bansal
CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation. CoRR (2023)
Qing Liang, Ziyi Yang, Jingjing Zhang, Wei Xiong, Zilong Wang
An improved Sparrow search path planning algorithm for UAV. ICNC-FSKD (2023)
Ziyi Yang, Kehan Liu, Yiru Duan, Mingjia Fan, Qiyue Zhang, Zhou Jin
Three Challenges in ReRAM-Based Process-In-Memory for Neural Network. AICAS (2023)
Ning Ai, Ziyi Yang, Hao-Laing Yuan, Dong Ou-Yang, Rui Miao, Yu-Han Ji, Yong Liang
regularization for microarray biomarker discovery in cancer classification. Soft Comput. 27 (5) (2023)
Tanmay Gautam, Reid Pryzant, Ziyi Yang, Chenguang Zhu, Somayeh Sojoudi
Soft Convex Quantization: Revisiting Vector Quantization with Convex Optimization. CoRR (2023)
Ziyi Yang, Pingyue Yue, Shuai Wang, Gaofeng Pan, Jianping An
Energy-Efficient Optimization for RIS-Aided MIMO Covert Communications. IEEE Internet Things J. 10 (21) (2023)
Congyang Liu, Ziyi Yang, Xin Zhang, Zikai Zhu, Haoming Chu, Yuxiang Huan, Lirong Zheng, Zhuo Zou
A Low-Power Hybrid-Precision Neuromorphic Processor With INT8 Inference and INT16 Online Learning in 40-nm CMOS. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (10) (2023)
Lixue Cheng, Ziyi Yang, Benben Liao, Chang-Yu Hsieh, Shengyu Zhang
ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein Evolution. CoRR (2022)
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners. CoRR (2022)
Soumya Sanyal, Yichong Xu, Shuohang Wang, Ziyi Yang, Reid Pryzant, Wenhao Yu, Chenguang Zhu, Xiang Ren
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning. CoRR (2022)
Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang
i-Code: An Integrative and Composable Multimodal Learning Framework. CoRR (2022)
Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng
Automatic Rule Induction for Efficient Semi-Supervised Learning. EMNLP (Findings) (2022)
Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal
Unifying Vision, Text, and Layout for Universal Document Processing. CoRR (2022)
Vin Sachidananda, Ziyi Yang, Chenguang Zhu
Tail Batch Sampling: Approximating Global Contrastive Losses as Optimization over Batch Assignments. CoRR (2022)
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
MACSum: Controllable Summarization with Mixed Attributes. CoRR (2022)
Ziyi Yang, Teng Zhang, Iman Soltani Bozchalooi, Eric Darve
Memory-Augmented Generative Adversarial Networks for Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Ziyi Yang, Naiqi Wu, Yong Liang, Hui Zhang, Yanqiong Ren
SMSPL: Robust Multimodal Approach to Integrative Analysis of Multiomics Data. IEEE Trans. Cybern. 52 (4) (2022)
Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun
Empowering Language Models with Knowledge Graph Reasoning for Question Answering. CoRR (2022)
Shiqi Gong, Shaodan Ma, Ziyi Yang, Chengwen Xing, Jianping An
Throughput Maximization for Asynchronous RIS-Aided Hybrid Powered Communication Networks. IEEE Trans. Wirel. Commun. 21 (6) (2022)
Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun
Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering. EMNLP (2022)
Yi Liu, Shuxiang Guo, Ziyi Yang, Hideyuki Hirata, Takashi Tamiya
A Home-based Tele-rehabilitation System With Enhanced Therapist-patient Remote Interaction: A Feasibility Study. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Ziyi Yang, Yushuo Xiao, Zhichao Guan, Zhenjiang Hu
A Lazy Desugaring System for Evaluating Programs with Sugars. FLOPS (2022)
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners. NeurIPS (2022)
Haojie Huang, Ziyi Yang, Robert Platt
GASCN: Graph Attention Shape Completion Network. CoRR (2022)
Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang
UniSumm: Unified Few-shot Summarization with Multi-Task Pre-Training and Prefix-Tuning. CoRR (2022)
Reid Pryzant, Ziyi Yang, Yichong Xu, Chenguang Zhu, Michael Zeng
Automatic Rule Induction for Efficient Semi-Supervised Learning. CoRR (2022)
Ziyi Yang, Zhaofeng Ye, Yijia Xiao, Chang-Yu Hsieh
SPLDExtraTrees: Robust machine learning approach for predicting kinase inhibitor resistance. CoRR (2021)
Haojie Huang, Ziyi Yang, Robert Platt
GASCN: Graph Attention Shape Completion Network. 3DV (2021)
Vin Sachidananda, Ziyi Yang, Chenguang Zhu
Filtered Inner Product Projection for Crosslingual Embedding Alignment. ICLR (2021)
Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations. EMNLP (1) (2021)
Ziyi Yang, Yu Zhang
Optimal SWIPT in RIS-Aided MIMO Networks. IEEE Access 9 (2021)
Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
Leveraging Lead Bias for Zero-shot Abstractive News Summarization. SIGIR (2021)
Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve
Universal Sentence Representation Learning with Conditional Masked Language Model. EMNLP (1) (2021)
Jiaru Li, Bowen Xin, Ziyi Yang, Junyan Xu, Shaoli Song, Xiuying Wang
Harmonization Centered Ensemble For Small And Highly Imbalanced Medical Data Classification. ISBI (2021)
Shiqi Gong, Ziyi Yang, Chengwen Xing, Jianping An, Lajos Hanzo
Beamforming Optimization for Intelligent Reflecting Surface-Aided SWIPT IoT Networks Relying on Discrete Phase Shifts. IEEE Internet Things J. 8 (10) (2021)
Yi Liu, Shuxiang Guo, Ziyi Yang, Hideyuki Hirata, Takashi Tamiya
A Home-Based Bilateral Rehabilitation System With sEMG-based Real-Time Variable Stiffness. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Seth Pate, Wei Xu, Ziyi Yang, Maxwell Love, Siddarth Ganguri, Lawson L. S. Wong
Natural Language for Human-Robot Collaboration: Problems Beyond Language Grounding. CoRR (2021)
Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations. CoRR (2021)
Peijie Li, Ziyi Yang, Shuchen Huang, Jun Zhang
Parameter Optimization of Droop Controllers for Microgrids in Islanded Mode by the SQP Method with Gradient Sampling. Complex. 2021 (2021)
Qi Zhang, Yilin Chen, Ziyi Yang, Eric Darve
Multi-Constitutive Neural Network for Large Deformation Poromechanics Problem. CoRR (2020)
Xiao-Ying Liu, Sai Wang, Hai Zhang, Hui Zhang, Ziyi Yang, Yong Liang
Novel Regularization Method for Biomarker Selection and Cancer Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (4) (2020)
Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising. CoRR (2020)
Ziyi Yang, Teng Zhang, Iman Soltani Bozchalooi, Eric Darve
Memory Augmented Generative Adversarial Networks for Anomaly Detection. CoRR (2020)
Cheng Peng, Haozhi Huang, Ah Chung Tsoi, Sio-Long Lo, Yun Liu, Ziyi Yang
Motion boundary emphasised optical flow method for human action recognition. IET Comput. Vis. 14 (6) (2020)
Ziyi Yang, Iman Soltani Bozchalooi, Eric Darve
Regularized Cycle Consistent Generative Adversarial Network for Anomaly Detection. ECAI (2020)
Ziyi Yang, Jun Shu, Yong Liang, Deyu Meng, Zongben Xu
Select-ProtoNet: Learning to Select for Few-Shot Disease Subtype Prediction. CoRR (2020)
Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising. EMNLP (Findings) (2020)
Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve
Universal Sentence Representation Learning with Conditional Masked Language Model. CoRR (2020)
Yanqiong Ren, Ziyi Yang, Hui Zhang, Yong Liang, Hai-Hui Huang, Hua Chai
A Genotype-Based Ensemble Classifier System for Non-Small-Cell Lung Cancer. IEEE Access 8 (2020)
Ziyi Yang, Iman Soltani Bozchalooi, Eric Darve
Regularized Cycle Consistent Generative Adversarial Network for Anomaly Detection. CoRR (2020)
Ziyi Yang, Iman Soltani Bozchalooi, Eric Darve
Anomaly Detection with Domain Adaptation. CoRR (2020)
Vin Sachidananda, Ziyi Yang, Chenguang Zhu
Filtered Inner Product Projection for Multilingual Embedding Alignment. CoRR (2020)
Ziyi Yang, Chenguang Zhu, Vin Sachidananda, Eric Darve
Embedding Imputation with Grounded Language Information. ACL (1) (2019)
Ziyi Yang, Chenguang Zhu, Weizhu Chen
Parameter-free Sentence Embedding via Orthogonal Basis. EMNLP/IJCNLP (1) (2019)
Hui Zhang, Hai Zhang, Yong Liang, Ziyi Yang, Yanqiong Ren
Approximate Message Passing Algorithm for Nonconvex Regularization. IEEE Access 7 (2019)
Ziyi Yang, Liang-Yong Xia, Hui Zhang, Yong Liang
MSPL: Multimodal Self-Paced Learning for Multi-Omics Feature Selection and Data Integration. IEEE Access 7 (2019)
Liang-Yong Xia, Ziyi Yang, Hui Zhang, Yong Liang
Improved Prediction of Drug-Target Interactions Using Self-Paced Learning with Collaborative Matrix Factorization. J. Chem. Inf. Model. 59 (7) (2019)
Ziyi Yang, Heng Liu, Shengxin Xu, Jianping An
A Handover Protocol for Device-Free Object Tracking in Large-Scale Environments. WCSP (2019)
Ziyi Yang, Chenguang Zhu, Vin Sachidananda, Eric Darve
Embedding Imputation with Grounded Language Information. CoRR (2019)
Chenguang Zhu, Ziyi Yang, Robert Gmyr, Michael Zeng, Xuedong Huang
Make Lead Bias in Your Favor: A Simple and Effective Method for News Summarization. CoRR (2019)
Ziyi Yang, Yong Liang, Hui Zhang, Hua Chai, Bowen Zhang, Cheng Peng
(0 < q < 1) Regularization for Feature Selection Using Gene Expression Data. IEEE Access 6 (2018)
Ziyi Yang, Yanqiong Ren, Hui Zhang, Yong Liang
Microarray-Based Cancer Prediction Using Single-Gene Ensemble Classifier. IScIDE (2018)
Ziyi Yang, Chenguang Zhu, Weizhu Chen
Zero-training Sentence Embedding via Orthogonal Basis. CoRR (2018)
Xiao-Ying Liu, Yong Liang, Sai Wang, Ziyi Yang, Han-Shuo Ye
A Hybrid Genetic Algorithm With Wrapper-Embedded Approaches for Feature Selection. IEEE Access 6 (2018)
Vanessa Panagiotopoulou, Ziyi Yang, Xinyi Li
Depraved Urban Scapes: Inhabiting Subnature in the Hybrid City. MAB (2018)
Miao Jiang, Ziyi Yang, Chen Zhao
What to play next? A RNN-based music recommendation system. ACSSC (2017)