Jinlong Hou

According to our database, Jinlong Hou authored at least 24 papers between 2009 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

daVinci-LLM:Towards the Science of Pretraining.

Yiwei Qin, Yixiu Liu, Tiantian Mi, Muhang Xie, Zhen Huang, Weiye Si, Pengrui Lu, Siyuan Feng, Xia Wu, Liming Liu, Ye Luo, Jinlong Hou, Qipeng Guo, Yu Qiao, Pengfei Liu

CoRR, March, 2026

daVinci-Env: Open SWE Environment Synthesis at Scale.

Dayuan Fu, Shenyu Wu, Yunze Wu, Zerui Peng, Yaxing Huang, Jie Sun, Ji Zeng, Mohan Jiang, Lin Zhang, Yukun Li, Jiarui Hu, Liming Liu, Jinlong Hou, Pengfei Liu

CoRR, March, 2026

The Curse and Blessing of Mean Bias in FP4-Quantized LLM Training.

Hengjie Cao, Zhendong Huang, Mengyi Chen, Yifeng Yang, Fanqi Yu, Ruijun Huang, Fang Dong, Xin Zhang, Jixian Zhou, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Yuan Cheng, Tun Lu, Fan Yang, Li Shang

CoRR, March, 2026

Multi-Head Attention as a Source of Catastrophic Forgetting in MoE Transformers.

Anrui Chen, Ruijun Huang, Xin Zhang, Fang Dong, Hengjie Cao, Zhendong Huang, Yifeng Yang, Mengyi Chen, Jixian Zhou, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Tun Lu, Fan Yang, Li Shang

CoRR, February, 2026

SD-MoE: Spectral Decomposition for Effective Expert Specialization.

Ruijun Huang, Fang Dong, Xin Zhang, Hengjie Cao, Zhendong Huang, Anrui Chen, Jixian Zhou, Mengyi Chen, Yifeng Yang, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Fan Yang, Tun Lu, Chun Zhang, Li Shang

CoRR, February, 2026

Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy.

Zhendong Huang, Hengjie Cao, Fang Dong, Ruijun Huang, Mengyi Chen, Yifeng Yang, Xin Zhang, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Fan Yang, Tun Lu, Li Shang

CoRR, February, 2026

2025

SRPO: Self-Referential Policy Optimization for Vision-Language-Action Models.

Senyu Fei, Siyin Wang, Li Ji, Ao Li, Shiduo Zhang, Liming Liu, Jinlong Hou, Jingjing Gong, Xianzhong Zhao, Xipeng Qiu

CoRR, November, 2025

An Efficient, Reliable and Observable Collective Communication Library in Large-scale GPU Training Clusters.

Ziteng Chen, Xiaohe Hu, Menghao Zhang, Yanmin Jia, Yan Zhang, Mingjun Zhang, Da Liu, Fangzheng Jiao, Jun Chen, He Liu, Aohan Zeng, Shuaixing Duan, Ruya Gu, Yang Jing, Bowen Han, Jiahao Cao, Wei Chen, Wenqi Xie, Jinlong Hou, Yuan Cheng, Bohua Xu, Mingwei Xu, Chunming Hu

CoRR, October, 2025

LIMI: Less is More for Agency.

Yang Xiao, Mohan Jiang, Jie Sun, Keyu Li, Jifan Lin, Yumin Zhuang, Ji Zeng, Shijie Xia, Qishuo Hua, Xuefeng Li, Xiaojie Cai, Tongyu Wang, Yue Zhang, Liming Liu, Xia Wu, Jinlong Hou, Yuan Cheng, Wenjie Li, Xiang Wang, Dequan Wang, Pengfei Liu

CoRR, September, 2025

Metis: Training LLMs with FP4 Quantization.

Hengjie Cao, Mengyi Chen, Yifeng Yang, Ruijun Huang, Fang Dong, Jixian Zhou, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Yuan Cheng, Fan Wu, Fan Yang, Tun Lu, Ning Gu, Li Shang

CoRR, September, 2025

DistFlow: A Fully Distributed RL Framework for Scalable and Efficient LLM Post-Training.

Zhixin Wang, Tianyi Zhou, Liming Liu, Ao Li, Jiarui Hu, Dian Yang, Jinlong Hou, Siyuan Feng, Yuan Cheng, Yuan Qi

CoRR, July, 2025

LLMCL-GEC: Advancing grammatical error correction with LLM-driven curriculum learning.

Tao Fang, Tianyu Zhang, Derek F. Wong, Keyan Jin, Lusheng Zhang, Qiang Zhang, Tianjiao Li, Jinlong Hou, Lidia S. Chao

Expert Syst. Appl., 2025

OPTIMA: Optimized Policy for Intelligent Multi-Agent Systems Enables Coordination-Aware Autonomous Vehicles.

Rui Du, Kai Zhao, Jinlong Hou, Qiang Zhang, Tianjiao Li, Peter Zhang

Proceedings of the 28th IEEE International Conference on Intelligent Transportation Systems, 2025

Exploring the Frontiers of Animation Video Generation in the Sora Era: Method, Dataset and Benchmark.

Yudong Jiang, Baohan Xu, Siqian Yang, Mingyu Ying, Jing Liu, Chao Xu, Siqi Wang, Yidi Wu, Bingwen Zhu, Yue Zhang, Jinlong Hou, Huyang Sun

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning.

Tao Fang, Derek F. Wong, Lusheng Zhang, Keyan Jin, Qiang Zhang, Tianjiao Li, Jinlong Hou, Lidia S. Chao

CoRR, 2024

AniSora: Exploring the Frontiers of Animation Video Generation in the Sora Era.

Yudong Jiang, Baohan Xu, Siqian Yang, Mingyu Yin, Jing Liu, Chao Xu, Siqi Wang, Yidi Wu, Bingwen Zhu, Xinwen Zhang, Xingyu Zheng, Jixuan Xu, Yue Zhang, Jinlong Hou, Huyang Sun

CoRR, 2024

OPTIMA: Optimized Policy for Intelligent Multi-Agent Systems Enables Coordination-Aware Autonomous Vehicles.

Rui Du, Kai Zhao, Jinlong Hou, Qiang Zhang, Peter Zhang

CoRR, 2024

2019

Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning.

Baoyuan Wu, Weidong Chen, Yanbo Fan, Yong Zhang, Jinlong Hou, Jie Liu, Junzhou Huang, Wei Liu, Tong Zhang

CoRR, 2019

Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning.

Baoyuan Wu, Weidong Chen, Yanbo Fan, Yong Zhang, Jinlong Hou, Jie Liu, Tong Zhang

IEEE Access, 2019

From Whole Slide Imaging to Microscopy: Deep Microscopy Adaptation Network for Histopathology Cancer Image Classification.

Yifan Zhang, Hanbo Chen, Ying Wei, Peilin Zhao, Jiezhang Cao, Xinjuan Fan, Xiaoying Lou, Hailing Liu, Jinlong Hou, Xiao Han, Jianhua Yao, Qingyao Wu, Mingkui Tan, Junzhou Huang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2015

Optimizing Non-contiguous Memory Access on Intel Xeon Phi Coprocessors.

Mingfei Ma, Jinlong Hou, Jason Ye, Meena Arunachalam, Rafael Gutierrez

Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

2010

Design and Implementation of 3D Positioning Algorithms Based on RF Signal Radiation Patterns for In Vivo Micro-robot.

Le Zhang, Yongxin Zhu, Tingting Mo, Jinlong Hou, Guoguang Rong

Proceedings of the International Conference on Body Sensor Networks, 2010

2009

Design of 3D Positioning Algorithm Based on RFID Receiver Array for In Vivo Micro-Robot.

Le Zhang, Yongxin Zhu, Tingting Mo, Jinlong Hou, Hao Hu

Proceedings of the Eighth IEEE International Conference on Dependable, 2009

Design and Implementation of a High Resolution Localization System for In-Vivo Capsule Endoscopy.

Jinlong Hou, Yongxin Zhu, Le Zhang, Yuzhuo Fu, Feng Zhao, Li Yang, Guoguang Rong

Proceedings of the Eighth IEEE International Conference on Dependable, 2009