Underwater Acoustic Target Recognition: A Combination of Multi-Dimensional Fusion Features and Modified Deep Neural Network. - Xingmei Wang; Anhua Liu; Yu Zhang; Fuzhao Xue (Remote. Sens., 2019)

Deep Graph Random Process for Relational-Thinking-Based Speech Recognition. - Hengguan Huang; Fuzhao Xue; Hao Wang 014; Ye Wang 007 (ICML, 2020)

An Embarrassingly Simple Model for Dialogue Relation Extraction. - Fuzhao Xue; Aixin Sun; Hao Zhang 048; Eng Siong Chng (CoRR, 2020)

A network model of speaker identification with new feature extraction methods and asymmetric BLSTM. - Xingmei Wang 002; Fuzhao Xue; Wei Wang 059; Anhua Liu (Neurocomputing, 2020)

GDPNet: Refining Latent Multi-View Graph for Relation Extraction. - Fuzhao Xue; Aixin Sun; Hao Zhang 048; Eng Siong Chng (AAAI, 2021)

Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey. - Jinjie Ni; Tom Young; Vlad Pandelea; Fuzhao Xue; Vinay Adiga; Erik Cambria (CoRR, 2021)

Sequence Parallelism: Making 4D Parallelism Possible. - Shenggui Li; Fuzhao Xue; Yongbin Li; Yang You 001 (CoRR, 2021)

Sparse-MLP: A Fully-MLP Architecture with Conditional Computation. - Yuxuan Lou; Fuzhao Xue; Zangwei Zheng; Yang You 001 (CoRR, 2021)

Large-Scale Deep Learning Optimizations: A Comprehensive Survey. - Xiaoxin He; Fuzhao Xue; Xiaozhe Ren; Yang You 001 (CoRR, 2021)

Go Wider Instead of Deeper. - Fuzhao Xue; Ziji Shi; Futao Wei; Yuxuan Lou; Yong Liu 020; Yang You 001 (AAAI, 2022)

Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation. - Wangbo Zhao; Kai Wang 036; Xiangxiang Chu; Fuzhao Xue; Xinchao Wang; Yang You 001 (CVPR, 2022)

Automated Audio Captioning Using Transfer Learning and Reconstruction Latent Space Similarity Regularization. - Andrew Koh; Fuzhao Xue; Chng Eng Siong (ICASSP, 2022)

An Embarrassingly Simple Model for Dialogue Relation Extraction. - Fuzhao Xue; Aixin Sun; Hao Zhang 048; Jinjie Ni; Eng Siong Chng (ICASSP, 2022)

CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU. - Zangwei Zheng; Pengtai Xu; Xuan Zou; Da Tang; Zhen Li 026; Chenguang Xi; Peng Wu; Leqi Zou; Yijie Zhu; Ming Chen; Xiangzhuo Ding; Fuzhao Xue; et al. (CoRR, 2022)

Deeper vs Wider: A Revisit of Transformer Configuration. - Fuzhao Xue; Jianghai Chen; Aixin Sun; Xiaozhe Ren; Zangwei Zheng; Xiaoxin He; Xin Jiang 002; Yang You 001 (CoRR, 2022)

RACP: A network with attention corrected prototype for few-shot speaker recognition using indefinite distance metric. - Xingmei Wang 002; Jiaxiang Meng; Bin Wen; Fuzhao Xue (Neurocomputing, 2022)

CowClip: Reducing CTR Prediction Model Training Time from 12 Hours to 10 Minutes on 1 GPU. - Zangwei Zheng; Pengtai Xu; Xuan Zou; Da Tang; Zhen Li 026; Chenguang Xi; Peng Wu; Leqi Zou; Yijie Zhu; Ming Chen; Xiangzhuo Ding; Fuzhao Xue; et al. (AAAI, 2023)

Sequence Parallelism: Long Sequence Training from System Perspective. - Shenggui Li; Fuzhao Xue; Chaitanya Baranwal; Yongbin Li; Yang You 001 (ACL (1), 2023)

Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention. - Xiao Liu 035; Jian Zhang; Heng Zhang; Fuzhao Xue; Yang You 001 (Tiny Papers @ ICLR, 2023)

One Student Knows All Experts Know: From Sparse to Dense. - Fuzhao Xue; Xiaoxin He; Xiaozhe Ren; Yuxuan Lou; Yang You 001 (Tiny Papers @ ICLR, 2023)

A Study on Transformer Configuration and Training Objective. - Fuzhao Xue; Jianghai Chen; Aixin Sun; Xiaozhe Ren; Zangwei Zheng; Xiaoxin He; Yongming Chen; Xin Jiang 002; Yang You 001 (ICML, 2023)

Adaptive Computation with Elastic Input Sequence. - Fuzhao Xue; Valerii Likhosherstov; Anurag Arnab; Neil Houlsby; Mostafa Dehghani 001; Yang You 001 (ICML, 2023)

To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis. - Fuzhao Xue; Yao Fu; Wangchunshu Zhou; Zangwei Zheng; Yang You 001 (NeurIPS, 2023)

Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline. - Zangwei Zheng; Xiaozhe Ren; Fuzhao Xue; Yang Luo; Xin Jiang 002; Yang You 001 (NeurIPS, 2023)

Recent advances in deep learning based dialogue systems: a systematic survey. - Jinjie Ni; Tom Young; Vlad Pandelea; Fuzhao Xue; Erik Cambria (Artif. Intell. Rev., 2023)

OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models. - Fuzhao Xue; Zian Zheng 001; Yao Fu; Jinjie Ni; Zangwei Zheng; Wangchunshu Zhou; Yang You 001 (ICML, 2024)

MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures. - Jinjie Ni; Fuzhao Xue; Xiang Yue; Yuntian Deng; Mahir Shah; Kabir Jain; Graham Neubig; Yang You 001 (NeurIPS, 2024)

Wolf: Captioning Everything with a World Summarization Framework. - Boyi Li; Ligeng Zhu; Ran Tian; Shuhan Tan; Yuxiao Chen 008; Yao Lu 006; Yin Cui; Sushant Veer; Max Ehrlich; Jonah Philion; Xinshuo Weng; Fuzhao Xue; et al. (CoRR, 2024)

LongVILA: Scaling Long-Context Visual Language Models for Long Videos. - Fuzhao Xue; Yukang Chen; Dacheng Li; Qinghao Hu 004; Ligeng Zhu; Xiuyu Li; Yunhao Fang; Haotian Tang; Shang Yang; Zhijian Liu; Ethan He; Hongxu Yin; et al. (CoRR, 2024)

MixEval-X: Any-to-Any Evaluations from Real-World Data Mixtures. - Jinjie Ni; Yifan Song; Deepanway Ghosal; Bo Li; David Junhao Zhang; Xiang Yue; Fuzhao Xue; Zian Zheng 001; Kaichen Zhang; Mahir Shah; Kabir Jain; Yang You 001; et al. (CoRR, 2024)

Boosting LLM via Learning from Data Iteratively and Selectively. - Qi Jia; Siyu Ren; Ziheng Qin; Fuzhao Xue; Jinjie Ni; Yang You 001 (CoRR, 2024)

LongVILA: Scaling Long-Context Visual Language Models for Long Videos. - Yukang Chen; Fuzhao Xue; Dacheng Li; Qinghao Hu 004; Ligeng Zhu; Xiuyu Li; Yunhao Fang; Haotian Tang; Shang Yang; Zhijian Liu; Yihui He; Hongxu Yin; et al. (ICLR, 2025)

MixEval-X: Any-to-any Evaluations from Real-world Data Mixture. - Jinjie Ni; Yifan Song; Deepanway Ghosal; Bo Li; David Junhao Zhang; Xiang Yue; Fuzhao Xue; Yuntian Deng; Zian Zheng 001; Kaichen Zhang; Mahir Shah; Kabir Jain; et al. (ICLR, 2025)

QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation. - Yue Zhao 006; Fuzhao Xue; Scott Reed; Linxi Fan; Yuke Zhu; Jan Kautz; Zhiding Yu; Philipp Krähenbühl; De-An Huang (CoRR, 2025)