Tianyu Gao

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 93

Top Topics

Matrix Factorization

Fault Diagnosis

Convolutional Neural Networks

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Xiaodong Liu, Haochi Yang, Tianyu Gao, Jingli Yang
A Novel Incipient Fault Diagnosis Method for Analogue Circuits Based on an MLDLCN. Circuits Syst. Signal Process. 43 (2) (2024)
Zhiyuan Zeng, Jiatong Yu, Tianyu Gao, Yu Meng, Tanya Goyal, Danqi Chen
Evaluating Large Language Models at Evaluating Instruction Following. ICLR (2024)
Tianyu Gao, Jingli Yang, Shouda Jiang, Ye Li
An Incipient Fault Diagnosis Method Based on Complex Convolutional Self-Attention Autoencoder for Analog Circuits. IEEE Trans. Ind. Electron. 71 (8) (2024)
Shi Yin, Xudong Zhu, Tianyu Gao, Haochong Zhang, Feng Wu, Lixin He
Harmonizing Covariance and Expressiveness for Deep Hamiltonian Regression in Crystalline Material Research: a Hybrid Cascaded Regression Framework. CoRR (2024)
Tianyu Gao, Zirui Wang, Adithya Bhaskar, Danqi Chen
Improving Language Understanding from Screenshots. CoRR (2024)
Haiwei Wang, Chenqi Gao, Tianyu Gao, Jinwen Hu, Zhao Xu, Junwei Han, Yan Zhu, Yong Wu
SLAM in Low-Light Environments Based on Infrared-Visible Light Fusion. ICCA (2024)
Howard Yen, Tianyu Gao, Danqi Chen
Long-Context Language Modeling with Parallel Context Encoding. ACL (1) (2024)
Yanze Wang, Xiaochuan Liu, Qiushi Huang, Dechao Zhang, Xutao Wang, Qiang Guo, Tianyu Gao, Zhiqun Yang, Yaping Liu, Haofeng Hu, Rui Zhou, Wei Sun, Mingqing Zuo, Min Yan, Zhenhua Liu, Xianyu Zhang, Zhanhua Huang, Dong Wang, Xinhua Xiao, Lin Zhang
10-mode PM-QPSK Transmission over 2320 km Enabled by Optimized Mode Permutation Strategies. OFC (2024)
Anirudh Ajith, Mengzhou Xia, Alexis Chevalier, Tanya Goyal, Danqi Chen, Tianyu Gao
LitSearch: A Retrieval Benchmark for Scientific Literature Search. CoRR (2024)
Xiaoli Zhao, Xingjun Zhu, Jiahui Liu, Yuanhao Hu, Tianyu Gao, Liyong Zhao, Jianyong Yao, Zheng Liu
Model-Assisted Multi-source Fusion Hypergraph Convolutional Neural Networks for intelligent few-shot fault diagnosis to Electro-Hydrostatic Actuator. Inf. Fusion 104 (2024)
Tianyu Gao, Jingli Yang, Qing Tang
A multi-source domain information fusion network for rotating machinery fault diagnosis under variable operating conditions. Inf. Fusion 106 (2024)
Xiaoxu Zhang, Linchao Yang, Tianyu Gao, Wenyong Zhou
The coordination mechanism of value co-creation between developers and users in digital innovation ecosystems. Electron. Mark. 34 (1) (2024)
Xuan Miao, Hongyu Chen, Ming Tang, Dongcun Huang, Tianyu Gao, Yinsheng Chen
Post-operative MRI synthesis from pre-operative MRI and post-operative CT using conditional GAN for the assessment of degree of resection. Displays 83 (2024)
Howard Yen, Tianyu Gao, Danqi Chen
Long-Context Language Modeling with Parallel Context Encoding. CoRR (2024)
Mengzhou Xia, Tianyu Gao, Zhiyuan Zeng, Danqi Chen
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning. ICLR (2024)
Tianyu Gao
A Joint Extraction Method of Entity Relationship in Tourism Domain Based on Multi-Dimensional Features and Mixed Time Series. CAIBDA (2023)
Lei Shi, Tianyu Gao, Zheng Zhang, Junxing Zhang
STM-UNet: An Efficient U-shaped Architecture Based on Swin Transformer and Multiscale MLP for Medical Image Segmentation. GLOBECOM (2023)
Sadhika Malladi, Tianyu Gao, Eshaan Nichani, Alex Damian, Jason D. Lee, Danqi Chen, Sanjeev Arora
Fine-Tuning Language Models with Just Forward Passes. NeurIPS (2023)
Jane Pan, Tianyu Gao, Howard Chen, Danqi Chen
What In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning. CoRR (2023)
Tianyu Gao, Howard Yen, Jiatong Yu, Danqi Chen
Enabling Large Language Models to Generate Text with Citations. CoRR (2023)
Jingli Yang, Tianyu Gao, Shouda Jiang
A Dual-input Fault Diagnosis Model Based on SE-MSCNN for Analog Circuits. Appl. Intell. 53 (6) (2023)
Sadhika Malladi, Tianyu Gao, Eshaan Nichani, Alex Damian, Jason D. Lee, Danqi Chen, Sanjeev Arora
Fine-Tuning Language Models with Just Forward Passes. CoRR (2023)
Junxiao Liu, Tianyu Gao, Shu Liang, Kecheng Chen, Junwei Zeng, Fengshi Jing, Jiandong Zhou
Data-Driven Discriminable Factors Analytics of Teaching Performance Ratings for College Teachers. ICEIT (2023)
Jane Pan, Tianyu Gao, Howard Chen, Danqi Chen
What In-Context Learning "Learns" In-Context: Disentangling Task Recognition and Task Learning. ACL (Findings) (2023)
Alexander Wettig, Tianyu Gao, Zexuan Zhong, Danqi Chen
Should You Mask 15% in Masked Language Modeling? EACL (2023)
Zhiyuan Zeng, Jiatong Yu, Tianyu Gao, Yu Meng, Tanya Goyal, Danqi Chen
Evaluating Large Language Models at Evaluating Instruction Following. CoRR (2023)
Tianyu Gao, Jingli Yang, Shouda Jiang
A Novel Fault Detection Model Based on Vector Quantization Sparse Autoencoder for Nonlinear Complex Systems. IEEE Trans. Ind. Informatics 19 (3) (2023)
Mengzhou Xia, Tianyu Gao, Zhiyuan Zeng, Danqi Chen
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning. CoRR (2023)
Jingli Yang, Tianyu Gao, Ge Yan, Cheng Yang, Gangqiang Li
A fault location method based on ensemble complex spatio-temporal attention network for complex systems under fluctuating operating conditions. Appl. Soft Comput. 144 (2023)
Tianyu Gao, Howard Yen, Jiatong Yu, Danqi Chen
Enabling Large Language Models to Generate Text with Citations. EMNLP (2023)
Lei Shi, Tianyu Gao, Zheng Zhang, Junxing Zhang
STM-UNet: An Efficient U-shaped Architecture Based on Swin Transformer and Multi-scale MLP for Medical Image Segmentation. CoRR (2023)
Leonard Adolphs, Tianyu Gao, Jing Xu, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston
The CRINGE Loss: Learning what language not to model. ACL (1) (2023)
Yanze Wang, Tianyu Gao, Yaping Liu, Tao Xu, Wenbo Yu, Zhiqun Yang, Qiang Guo, Rui Zhou, Shiyi Cao, Xinhua Xiao, Lin Zhang
Novel Mirror-flipped Mode Permutation Technique for Long-haul Mode-division Multiplexing Transmissions. OFC (2022)
Jingli Yang, Tianyu Gao, Shouda Jiang
Energy-Based Adversarial Transfer Network for Cross-Domain Fault Diagnosis of Electro-Mechanical Systems. IEEE Trans. Instrum. Meas. 71 (2022)
Samyak Gupta, Yangsibo Huang, Zexuan Zhong, Tianyu Gao, Kai Li, Danqi Chen
Recovering Private Text in Federated Learning of Language Models. CoRR (2022)
Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models. CoRR (2022)
Alexander Wettig, Tianyu Gao, Zexuan Zhong, Danqi Chen
Should You Mask 15% in Masked Language Modeling? CoRR (2022)
Ruisheng Ran, Tianyu Gao, Bin Fang
Transformer-based dimensionality reduction. CoRR (2022)
Huihan Li, Tianyu Gao, Manan Goenka, Danqi Chen
Ditch the Gold Standard: Re-evaluating Conversational Question Answering. ACL (1) (2022)
Leonard Adolphs, Tianyu Gao, Jing Xu, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston
The CRINGE Loss: Learning what language not to model. CoRR (2022)
Feng Zhao, Tianyu Gao, Zhi Cao, Xiaobo Chen, Yanyan Mao, Ning Mao, Yande Ren
Identifying depression disorder using multi-view high-order brain function network derived from electroencephalography signal. Frontiers Comput. Neurosci. 16 (2022)
Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models. COLING (2022)
Tianyu Gao, Xiaoli Bai
Bayesian Optimization-based Three-dimensional, Time-varying Environment Monitoring using an UAV. J. Intell. Robotic Syst. 105 (4) (2022)
Samyak Gupta, Yangsibo Huang, Zexuan Zhong, Tianyu Gao, Kai Li, Danqi Chen
Recovering Private Text in Federated Learning of Language Models. NeurIPS (2022)
Tianyu Gao, Xiaochun Han, Dan Bang, Shihui Han
Cultural differences in neurocognitive mechanisms underlying believing. NeuroImage 250 (2022)
Jingli Yang, Shuangyan Yin, Chao Sun, Tianyu Gao
A novel convolutional neural network with interference suppression for the fault diagnosis of mechanical rotating components. Neural Comput. Appl. 34 (13) (2022)
Jie Wang, Li Zhu, Tao Dai, Qiannan Xu, Tianyu Gao
Low-rank and sparse matrix factorization with prior relations for recommender systems. Appl. Intell. 51 (6) (2021)
Tianyu Gao, Jingli Yang, Shouda Jiang, Ge Yan
A Novel Fault Diagnosis Method for Analog Circuits Based on Conditional Variational Neural Networks. Circuits Syst. Signal Process. 40 (6) (2021)
Yuanming Zhang, Tianyu Gao, Jiawei Lu, Zhenbo Cheng, Gang Xiao
Adaptive Entity Alignment for Cross-Lingual Knowledge Graph. KSEM (2021)
Tianyu Gao, Jingli Yang, Shouda Jiang
A novel fault diagnosis method for analog circuits with noise immunity and generalization ability. Neural Comput. Appl. 33 (16) (2021)
Tianyu Gao, Jingli Yang, Shouda Jiang, Cheng Yang
A Dual-input Fault Diagnosis Model Based on Convolutional Neural Networks and Gated Recurrent Unit Networks for Analog Circuits. I2MTC (2021)
Tianyu Gao, Yuanming Zhang, Mengni Li, Jiawei Lu, Zhenbo Cheng, Gang Xiao
Representation Learning of Knowledge Graph with Semantic Vectors. KSEM (2021)
Tianyu Gao, Xu Han, Yuzhuo Bai, Keyue Qiu, Zhiyu Xie, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction. ACL/IJCNLP (Findings) (2021)
Tianyu Gao, Xu Han, Keyue Qiu, Yuzhuo Bai, Zhiyu Xie, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction. CoRR (2021)
Tianyu Gao, Xingcheng Yao, Danqi Chen
SimCSE: Simple Contrastive Learning of Sentence Embeddings. CoRR (2021)
Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juanzi Li, Jian Tang
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation. Trans. Assoc. Comput. Linguistics 9 (2021)
Jingli Yang, Shuangyan Yin, Yongqi Chang, Tianyu Gao, Cheng Yang
An Efficient Method for Monitoring Degradation and Predicting the Remaining Useful Life of Mechanical Rotating Components. IEEE Trans. Instrum. Meas. 70 (2021)
Tianyu Gao, Adam Fisch, Danqi Chen
Making Pre-trained Language Models Better Few-shot Learners. ACL/IJCNLP (1) (2021)
Huihan Li, Tianyu Gao, Manan Goenka, Danqi Chen
Ditch the Gold Standard: Re-evaluating Conversational Question Answering. CoRR (2021)
Tianyu Gao, Xingcheng Yao, Danqi Chen
SimCSE: Simple Contrastive Learning of Sentence Embeddings. EMNLP (1) (2021)
Tianyu Gao, Jingli Yang, Shouda Jiang
A Novel Incipient Fault Diagnosis Method for Analog Circuits Based on GMKL-SVM and Wavelet Fusion Features. IEEE Trans. Instrum. Meas. 70 (2021)
Tianyu Gao, Jin Yang, Wenjun Peng, Luyu Jiang, Yihao Sun, Fangchuan Li
A Content-Based Method for Sybil Detection in Online Social Networks via Deep Learning. IEEE Access 8 (2020)
Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun, Jie Zhou
Learning from Context or Names? An Empirical Study on Neural Relation Extraction. CoRR (2020)
Xu Han, Yi Dai, Tianyu Gao, Yankai Lin, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
Continual Relation Learning via Episodic Memory Activation and Reconsolidation. ACL (2020)
Meng Qu, Tianyu Gao, Louis-Pascal A. C. Xhonneux, Jian Tang
Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs. ICML (2020)
Meng Qu, Tianyu Gao, Louis-Pascal A. C. Xhonneux, Jian Tang
Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs. CoRR (2020)
Yuexin Wu, Tianyu Gao, Sihao Wang, Zhongmin Xiong
TADO: Time-varying Attention with Dual-Optimizer Model. ICDM (2020)
Tianyu Gao, Jun Jin, Xiao Hao
A Single-ball-driven Self-Balancing Robot Controller Based on Genetic Algorithm Optimization. AIAM (2020)
Tianyu Gao, Adam Fisch, Danqi Chen
Making Pre-trained Language Models Better Few-shot Learners. CoRR (2020)
Xu Han, Tianyu Gao, Yankai Lin, Hao Peng, Yaoliang Yang, Chaojun Xiao, Zhiyuan Liu, Peng Li, Jie Zhou, Maosong Sun
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction. AACL/IJCNLP (2020)
Yuexin Wu, Tianyu Gao, Hongtao Liu
GRP: A Gumbel-based Rating Prediction Framework for Imbalanced Recommendation. CoRR (2020)
Bowen Dong, Yuan Yao, Ruobing Xie, Tianyu Gao, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun
Meta-Information Guided Meta-Learning for Few-Shot Relation Classification. COLING (2020)
Tianyu Gao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun
Neural Snowball for Few-Shot Relation Learning. AAAI (2020)
Jin Yang, Tao Li, Gang Liang, Yunpeng Wang, Tianyu Gao, Fangdong Zhu
Spam transaction attack detection model based on GRU and WGAN-div. Comput. Commun. 161 (2020)
Jingli Yang, Shuangyan Yin, Yongqi Chang, Tianyu Gao
A Fault Diagnosis Method of Rotating Machinery Based on One-Dimensional, Self-Normalizing Convolutional Neural Networks. Sensors 20 (14) (2020)
Hao Peng, Tianyu Gao, Xu Han, Yankai Lin, Peng Li, Zhiyuan Liu, Maosong Sun, Jie Zhou
Learning from Context or Names? An Empirical Study on Neural Relation Extraction. EMNLP (1) (2020)
Zhanli Li, Tianyu Gao, Cheng Guo, Hong-An Li
A Gated Recurrent Unit Network Model for Predicting Open Channel Flow in Coal Mines Based on Attention Mechanisms. IEEE Access 8 (2020)
Yuexin Wu, Tianyu Gao, Sihao Wang, Zhongmin Xiong
TADO: Time-varying Attention with Dual-Optimizer Model. CoRR (2020)
Xu Han, Tianyu Gao, Yankai Lin, Hao Peng, Yaoliang Yang, Chaojun Xiao, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction. CoRR (2020)
Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhiyuan Liu, Juanzi Li, Jian Tang
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation. CoRR (2019)
Tianyu Gao, Xu Han, Ruobing Xie, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun
Neural Snowball for Few-Shot Relation Learning. CoRR (2019)
Tianyu Gao, Xu Han, Zhiyuan Liu, Maosong Sun
Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification. AAAI (2019)
Tianyu Gao, Chase Q. Wu, Aiqin Hou, Yongqiang Wang, Ruxia Li, Mingrui Xu
Minimizing financial cost of scientific workflows under deadline constraints in multi-cloud environments. SAC (2019)
Xu Han, Tianyu Gao, Yuan Yao, Deming Ye, Zhiyuan Liu, Maosong Sun
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction. CoRR (2019)
Tianyu Gao, Xu Han, Hao Zhu, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification. CoRR (2019)
Tianyu Gao, Yanqing Guo, Xin Zheng, Qianyu Wang, Xiangyang Luo
Moiré Pattern Removal with Multi-scale Feature Enhancing Network. ICME Workshops (2019)
Gaurav Misra, Tianyu Gao, Xiaoli Bai
Modeling and Simulation of UAV Carrier Landings. CoRR (2019)
Tianyu Gao, Xu Han, Hao Zhu, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification. EMNLP/IJCNLP (1) (2019)
Xu Han, Tianyu Gao, Yuan Yao, Deming Ye, Zhiyuan Liu, Maosong Sun
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction. EMNLP/IJCNLP (3) (2019)
Ruxia Li, Chase Q. Wu, Aiqin Hou, Yongqiang Wang, Tianyu Gao, Mingrui Xu
On Scheduling of High-Throughput Scientific Workflows under Budget Constraints in Multi-Cloud Environments. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Tao Dai, Tianyu Gao, Li Zhu, Xiaoyan Cai, Shirui Pan
Low-Rank and Sparse Matrix Factorization for Scientific Paper Recommendation in Heterogeneous Network. IEEE Access 6 (2018)
Yaohua Bu, Jia Jia, Yuhan Tang, Xuan Zang, Tianyu Gao
Lookine: Let the Blind Hear a Smile. AAAI (2018)
Chuanxi Xing, Guofang Dong, Lingling Kong, Tianyu Gao
Research on the methods of multipath separation for shallow water wideband signal based on warping transformation. CITS (2016)