Fuzhao Xue

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 38

Top Topics

Speech Recognition

Relation Extraction

Top Venues

Publications

Boyi Li, Ligeng Zhu, Ran Tian, Shuhan Tan, Yuxiao Chen, Yao Lu, Yin Cui, Sushant Veer, Max Ehrlich, Jonah Philion, Xinshuo Weng, Fuzhao Xue, Andrew Tao, Ming-Yu Liu, Sanja Fidler, Boris Ivanovic, Trevor Darrell, Jitendra Malik, Song Han, Marco Pavone
Wolf: Captioning Everything with a World Summarization Framework. CoRR (2024)
Fuzhao Xue, Zian Zheng, Yao Fu, Jinjie Ni, Zangwei Zheng, Wangchunshu Zhou, Yang You
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models. CoRR (2024)
Jinjie Ni, Fuzhao Xue, Xiang Yue, Yuntian Deng, Mahir Shah, Kabir Jain, Graham Neubig, Yang You
MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures. CoRR (2024)
Fuzhao Xue, Valerii Likhosherstov, Anurag Arnab, Neil Houlsby, Mostafa Dehghani, Yang You
Adaptive Computation with Elastic Input Sequence. CoRR (2023)
Jinjie Ni, Tom Young, Vlad Pandelea, Fuzhao Xue, Erik Cambria
Recent advances in deep learning based dialogue systems: a systematic survey. Artif. Intell. Rev. 56 (4) (2023)
Fuzhao Xue, Valerii Likhosherstov, Anurag Arnab, Neil Houlsby, Mostafa Dehghani, Yang You
Adaptive Computation with Elastic Input Sequence. ICML (2023)
Zangwei Zheng, Pengtai Xu, Xuan Zou, Da Tang, Zhen Li, Chenguang Xi, Peng Wu, Leqi Zou, Yijie Zhu, Ming Chen, Xiangzhuo Ding, Fuzhao Xue, Ziheng Qin, Youlong Cheng, Yang You
CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU. AAAI (2023)
Shenggui Li, Fuzhao Xue, Chaitanya Baranwal, Yongbin Li, Yang You
Sequence Parallelism: Long Sequence Training from System Perspective. ACL (1) (2023)
Xiao Liu, Jian Zhang, Heng Zhang, Fuzhao Xue, Yang You
Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention. CoRR (2023)
Fuzhao Xue, Yao Fu, Wangchunshu Zhou, Zangwei Zheng, Yang You
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis. CoRR (2023)
Zangwei Zheng, Xiaozhe Ren, Fuzhao Xue, Yang Luo, Xin Jiang, Yang You
Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline. CoRR (2023)
Zangwei Zheng, Xiaozhe Ren, Fuzhao Xue, Yang Luo, Xin Jiang, Yang You
Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline. NeurIPS (2023)
Xiao Liu, Jian Zhang, Heng Zhang, Fuzhao Xue, Yang You
Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention. Tiny Papers @ ICLR (2023)
Fuzhao Xue, Xiaoxin He, Xiaozhe Ren, Yuxuan Lou, Yang You
One Student Knows All Experts Know: From Sparse to Dense. Tiny Papers @ ICLR (2023)
Fuzhao Xue, Yao Fu, Wangchunshu Zhou, Zangwei Zheng, Yang You
To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis. NeurIPS (2023)
Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Yongming Chen, Xin Jiang, Yang You
A Study on Transformer Configuration and Training Objective. ICML (2023)
Wangbo Zhao, Kai Wang, Xiangxiang Chu, Fuzhao Xue, Xinchao Wang, Yang You
Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation. CVPR (2022)
Andrew Koh, Fuzhao Xue, Chng Eng Siong
Automated Audio Captioning Using Transfer Learning and Reconstruction Latent Space Similarity Regularization. ICASSP (2022)
Fuzhao Xue, Jianghai Chen, Aixin Sun, Xiaozhe Ren, Zangwei Zheng, Xiaoxin He, Xin Jiang, Yang You
Deeper vs Wider: A Revisit of Transformer Configuration. CoRR (2022)
Fuzhao Xue, Ziji Shi, Futao Wei, Yuxuan Lou, Yong Liu, Yang You
Go Wider Instead of Deeper. AAAI (2022)
Fuzhao Xue, Xiaoxin He, Xiaozhe Ren, Yuxuan Lou, Yang You
One Student Knows All Experts Know: From Sparse to Dense. CoRR (2022)
Xingmei Wang, Jiaxiang Meng, Bin Wen, Fuzhao Xue
RACP: A network with attention corrected prototype for few-shot speaker recognition using indefinite distance metric. Neurocomputing 490 (2022)
Wangbo Zhao, Kai Wang, Xiangxiang Chu, Fuzhao Xue, Xinchao Wang, Yang You
Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation. CoRR (2022)
Zangwei Zheng, Pengtai Xu, Xuan Zou, Da Tang, Zhen Li, Chenguang Xi, Peng Wu, Leqi Zou, Yijie Zhu, Ming Chen, Xiangzhuo Ding, Fuzhao Xue, Ziheng Qing, Youlong Cheng, Yang You
CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU. CoRR (2022)
Fuzhao Xue, Aixin Sun, Hao Zhang, Jinjie Ni, Eng Siong Chng
An Embarrassingly Simple Model for Dialogue Relation Extraction. ICASSP (2022)
Xiaoxin He, Fuzhao Xue, Xiaozhe Ren, Yang You
Large-Scale Deep Learning Optimizations: A Comprehensive Survey. CoRR (2021)
Fuzhao Xue, Ziji Shi, Futao Wei, Yuxuan Lou, Yong Liu, Yang You
Go Wider Instead of Deeper. CoRR (2021)
Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng
GDPNet: Refining Latent Multi-View Graph for Relation Extraction. AAAI (2021)
Jinjie Ni, Tom Young, Vlad Pandelea, Fuzhao Xue, Vinay Adiga, Erik Cambria
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey. CoRR (2021)
Shenggui Li, Fuzhao Xue, Yongbin Li, Yang You
Sequence Parallelism: Making 4D Parallelism Possible. CoRR (2021)
Yuxuan Lou, Fuzhao Xue, Zangwei Zheng, Yang You
Sparse-MLP: A Fully-MLP Architecture with Conditional Computation. CoRR (2021)
Andrew Koh, Fuzhao Xue, Eng Siong Chng
Automated Audio Captioning using Transfer Learning and Reconstruction Latent Space Similarity Regularization. CoRR (2021)
Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng
An Embarrassingly Simple Model for Dialogue Relation Extraction. CoRR (2020)
Hengguan Huang, Fuzhao Xue, Hao Wang, Ye Wang
Deep Graph Random Process for Relational-Thinking-Based Speech Recognition. CoRR (2020)
Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng
GDPNet: Refining Latent Multi-View Graph for Relation Extraction. CoRR (2020)
Hengguan Huang, Fuzhao Xue, Hao Wang, Ye Wang
Deep Graph Random Process for Relational-Thinking-Based Speech Recognition. ICML (2020)
Xingmei Wang, Fuzhao Xue, Wei Wang, Anhua Liu
A network model of speaker identification with new feature extraction methods and asymmetric BLSTM. Neurocomputing 403 (2020)
Xingmei Wang, Anhua Liu, Yu Zhang, Fuzhao Xue
Underwater Acoustic Target Recognition: A Combination of Multi-Dimensional Fusion Features and Modified Deep Neural Network. Remote. Sens. 11 (16) (2019)