Shaohan Huang

187 papers A* 24A 3B 14Misc 1Journal 111Unranked 34
YearRankTypeTitle / Venue / Authors
2026 J jnl
Breaking Training Bottlenecks: Effective and Stable Reinforcement Learning for Coding Models.
CoRR
Zongqian Li, Shaohan Huang, Zewen Chi, Yixuan Su, Lexin Zhou, Li Dong, Nigel Collier, Furu Wei
2026 J jnl
LLM-in-Sandbox Elicits General Agentic Intelligence.
CoRR
Daixuan Cheng, Shaohan Huang, Yuxian Gu, Huatong Song, Guoxin Chen, Li Dong, Wayne Xin Zhao, Ji-Rong Wen, Furu Wei
2026 J jnl
On-Policy Context Distillation for Language Models.
CoRR
Tianzhu Ye, Li Dong, Xun Wu, Shaohan Huang, Furu Wei
2026 J jnl
Online Experiential Learning for Language Models.
CoRR
Tianzhu Ye, Li Dong, Qingxiu Dong, Xun Wu, Shaohan Huang, Furu Wei
2026 A* conf
Reasoning with Exploration: An Entropy Perspective.
AAAI
Daixuan Cheng, Shaohan Huang, Xuekai Zhu, Bo Dai, Xin Zhao, Zhenliang Zhang, Furu Wei
2026 J jnl
Scaling Data Difficulty: Improving Coding Models via Reinforcement Learning on Fresh and Challenging Problems.
CoRR
Zongqian Li, Tengchao Lv, Shaohan Huang, Yixuan Su, Qinzheng Sun, Qiufeng Yin, Ying Xin, Scarlett Li, Lei Cui, Nigel Collier, Furu Wei
2026 J jnl
SlideSparse: Fast and Flexible (2N-2):2N Structured Sparsity.
CoRR
Hanyong Shao, Yingbo Hao, Ting Song, Yan Xia, Di Zhang, Shaohan Huang, Xun Wu, Songchen Xu, Le Xu, Li Dong, Zewen Chi, Yi Zou, Furu Wei
2026 J jnl
Sparse-BitNet: 1.58-bit LLMs are Naturally Friendly to Semi-Structured Sparsity.
CoRR
Di Zhang, Xun Wu, Shaohan Huang, Yudong Wang, Hanyong Shao, Yingbo Hao, Zewen Chi, Li Dong, Ting Song, Yan Xia, Zhifang Sui, Furu Wei
2026 J jnl
VIBEVOICE-ASR Technical Report.
CoRR
Zhiliang Peng, Jianwei Yu, Yaoyao Chang, Zilong Wang, Li Dong, Yingbo Hao, Yujie Tu, Chenyu Yang, Wenhui Wang, Songchen Xu, Yutao Sun, Hangbo Bao, Weijiang Xu, Yi Zhu, Zehua Wang, Ting Song, Yan Xia, Zewen Chi, Shaohan Huang, Liang Wang, Chuang Ding, Shuai Wang, Xie Chen, Furu Wei
2025 J jnl
Beyond Window-Based Detection: A Graph-Centric Framework for Discrete Log Anomaly Detection.
CoRR
Jiaxing Qi, Chang Zeng, Zhongzhi Luan, Shaohan Huang, Shu Yang, Yao Lu, Hailong Yang, Depei Qian
2025 J jnl
BitNet Distillation.
CoRR
Xun Wu, Shaohan Huang, Wenhui Wang, Ting Song, Li Dong, Yan Xia, Furu Wei
2025 J jnl
BitNet b1.58 2B4T Technical Report.
CoRR
Shuming Ma, Hongyu Wang, Shaohan Huang, Xingxing Zhang, Ying Hu, Ting Song, Yan Xia, Furu Wei
2025 J jnl
BitNet: 1-bit Pre-training for Large Language Models.
J. Mach. Learn. Res.
Hongyu Wang, Shuming Ma, Lingxiao Ma, Lei Wang, Wenhui Wang, Li Dong, Shaohan Huang, Huaijie Wang, Jilong Xue, Ruiping Wang, Yi Wu, Furu Wei
2025 J jnl
Black-Box On-Policy Distillation of Large Language Models.
CoRR
Tianzhu Ye, Li Dong, Zewen Chi, Xun Wu, Shaohan Huang, Furu Wei
2025 J jnl
Code Aesthetics with Agentic Reward Feedback.
CoRR
Bang Xiao, Lingjie Jiang, Shaohan Huang, Tengchao Lv, Yupan Huang, Xun Wu, Lei Cui, Furu Wei
2025 — conf
Context-DPO: Aligning Language Models for Context-Faithfulness.
ACL (Findings)
Baolong Bi, Shaohan Huang, Yiwei Wang, Tianchi Yang, Zihan Zhang, Haizhen Huang, Lingrui Mei, Junfeng Fang, Zehao Li, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Shenghua Liu
2025 J jnl
DocReward: A Document Reward Model for Structuring and Stylizing.
CoRR
Junpeng Liu, Yuzhong Zhao, Bowen Cao, Jiayu Ding, Yilin Jia, Tengchao Lv, Yupan Huang, Shaohan Huang, Nan Yang, Li Dong, Lei Cui, Tao Ge, Xun Wang, Huitian Jiao, Sun Mao, FNU Kartik, Si-Qing Chen, Wai Lam, Furu Wei
2025 J jnl
Efficient RL Training for Reasoning Models via Length-Aware Optimization.
CoRR
Danlong Yuan, Tian Xie, Shaohan Huang, Zhuocheng Gong, Huishuai Zhang, Chong Luo, Furu Wei, Dongyan Zhao
2025 — conf
GeAR: Generation Augmented Retrieval.
ACL (Findings)
Haoyu Liu, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Furu Wei, Qi Zhang
2025 J jnl
GeAR: Generation Augmented Retrieval.
CoRR
Haoyu Liu, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Furu Wei, Qi Zhang
2025 J jnl
Geometric-Mean Policy Optimization.
CoRR
Yuzhong Zhao, Yue Liu, Junpeng Liu, Jingye Chen, Xun Wu, Yaru Hao, Tengchao Lv, Shaohan Huang, Lei Cui, Qixiang Ye, Fang Wan, Furu Wei
2025 B conf
Learning to Follow Domain-specific Instruction with Verifiable Rewards.
IJCNN
Shaohan Huang, Yi Liu, Jiaxing Qi, Hailong Yang, Zhongzhi Luan, Depei Qian
2025 J jnl
Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs.
CoRR
Qibin Wang, Pu Zhao, Shaohan Huang, Fangkai Yang, Lu Wang, Furu Wei, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2025 A* conf
LogMoE: Lightweight Expert Mixture for Cross-System Log Anomaly Detection.
ASE
Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Yuchen Wang, Aibin Wang, Hongyu Zhang, Hailong Yang, Depei Qian
2025 B conf
LogReader: General-Purpose Log Analysis via Open-Source Large Language Models.
IJCNN
Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Yao Lu, Hailong Yang, Depei Qian
2025 A* conf
NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning.
EMNLP
Yue Fang, Shaohan Huang, Xin Yu, Haizhen Huang, Zihan Zhang, Weiwei Deng, Furu Wei, Feng Sun, Qi Zhang, Zhi Jin
2025 — conf
On Domain-Adaptive Post-Training for Multimodal Large Language Models.
EMNLP (Findings)
Daixuan Cheng, Shaohan Huang, Ziyu Zhu, Xintong Zhang, Xin Zhao, Zhongzhi Luan, Bo Dai, Zhenliang Zhang
2025 J jnl
On-Policy RL with Optimal Reward Baseline.
CoRR
Yaru Hao, Li Dong, Xun Wu, Shaohan Huang, Zewen Chi, Furu Wei
2025 J jnl
Reasoning with Exploration: An Entropy Perspective.
CoRR
Daixuan Cheng, Shaohan Huang, Xuekai Zhu, Bo Dai, Wayne Xin Zhao, Zhenliang Zhang, Furu Wei
2025 J jnl
Reward Reasoning Model.
CoRR
Jiaxin Guo, Zewen Chi, Li Dong, Qingxiu Dong, Xun Wu, Shaohan Huang, Furu Wei
2025 J jnl
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models.
Trans. Mach. Learn. Res.
Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei
2025 A* conf
Textual Aesthetics in Large Language Models.
EMNLP
Lingjie Jiang, Shaohan Huang, Xun Wu, Furu Wei
2025 J jnl
The Era of Agentic Organization: Learning to Organize with Language Models.
CoRR
Zewen Chi, Li Dong, Qingxiu Dong, Yaru Hao, Xun Wu, Shaohan Huang, Furu Wei
2025 J jnl
Think Only When You Need with Large Hybrid-Reasoning Models.
CoRR
Lingjie Jiang, Xun Wu, Shaohan Huang, Qingxiu Dong, Zewen Chi, Li Dong, Xingxing Zhang, Tengchao Lv, Lei Cui, Furu Wei
2025 J jnl
Thinking Augmented Pre-training.
CoRR
Liang Wang, Nan Yang, Shaohan Huang, Li Dong, Furu Wei
2025 J jnl
Towards Stable and Effective Reinforcement Learning for Mixture-of-Experts.
CoRR
Di Zhang, Xun Wu, Shaohan Huang, Yaru Hao, Li Dong, Zewen Chi, Zhifang Sui, Furu Wei
2025 J jnl
VibeVoice Technical Report.
CoRR
Zhiliang Peng, Jianwei Yu, Wenhui Wang, Yaoyao Chang, Yutao Sun, Li Dong, Yi Zhu, Weijiang Xu, Hangbo Bao, Zehua Wang, Shaohan Huang, Yan Xia, Furu Wei
2025 J jnl
VisCodex: Unified Multimodal Code Generation via Merging Vision and Coding Models.
CoRR
Lingjie Jiang, Shaohan Huang, Xun Wu, Yixia Li, Dongdong Zhang, Furu Wei
2024 A* conf
Adapting Large Language Models via Reading Comprehension.
ICLR
Daixuan Cheng, Shaohan Huang, Furu Wei
2024 A* conf
Boosting Text-to-Video Generative Model with MLLMs Feedback.
NeurIPS
Xun Wu, Shaohan Huang, Guolong Wang, Jing Xiong, Furu Wei
2024 — conf
Calibrating LLM-Based Evaluator.
LREC/COLING
Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024 J jnl
Context-DPO: Aligning Language Models for Context-Faithfulness.
CoRR
Baolong Bi, Shaohan Huang, Yiwei Wang, Tianchi Yang, Zihan Zhang, Haizhen Huang, Lingrui Mei, Junfeng Fang, Zehao Li, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Shenghua Liu
2024 J jnl
DeepNet: Scaling Transformers to 1,000 Layers.
IEEE Trans. Pattern Anal. Mach. Intell.
Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Furu Wei
2024 J jnl
Exploring the Comprehension of ChatGPT in Traditional Chinese Medicine Knowledge.
CoRR
Yizhen Li, Shaohan Huang, Jiaxing Qi, Lei Quan, Dongran Han, Zhongzhi Luan
2024 J jnl
FDLoRA: Personalized Federated Learning of Large Language Model via Dual LoRA Tuning.
CoRR
Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang, Depei Qian
2024 A conf
Gloss: Guiding Large Language Models to Answer Questions from System Logs.
SANER
Shaohan Huang, Yi Liu, Jiaxing Qi, Jing Shang, Zhiwen Xiao, Carol J. Fung, Zhihui Wu, Hailong Yang, Zhongzhi Luan, Depei Qian
2024 A* conf
Grounding Multimodal Large Language Models to the World.
ICLR
Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Qixiang Ye, Furu Wei
2024 — conf
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition.
ACL (1)
Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024 J jnl
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition.
CoRR
Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024 J jnl
Improving Domain Adaptation through Extended-Text Reading Comprehension.
CoRR
Ting Jiang, Shaohan Huang, Shengyue Luo, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Deqing Wang, Fuzhen Zhuang
2024 A* conf
Instruction Pre-Training: Language Models are Supervised Multitask Learners.
EMNLP
Daixuan Cheng, Yuxian Gu, Shaohan Huang, Junyu Bi, Minlie Huang, Furu Wei
2024 J jnl
Instruction Pre-Training: Language Models are Supervised Multitask Learners.
CoRR
Daixuan Cheng, Yuxian Gu, Shaohan Huang, Junyu Bi, Minlie Huang, Furu Wei
2024 A conf
KOSMOS-E : Learning to Follow Instruction for Robotic Grasping.
IROS
Zhi Wang, Xun Wu, Shaohan Huang, Li Dong, Wenhui Wang, Shuming Ma, Furu Wei
2024 A* conf
Kosmos-G: Generating Images in Context with Multimodal Large Language Models.
ICLR
Xichen Pan, Li Dong, Shaohan Huang, Zhiliang Peng, Wenhu Chen, Furu Wei
2024 J jnl
LogSay: An Efficient Comprehension System for Log Numerical Reasoning.
IEEE Trans. Computers
Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang
2024 J jnl
MH-MoE: Multi-Head Mixture-of-Experts.
CoRR
Shaohan Huang, Xun Wu, Shuming Ma, Furu Wei
2024 A* conf
Mixture of LoRA Experts.
ICLR
Xun Wu, Shaohan Huang, Furu Wei
2024 J jnl
Mixture of LoRA Experts.
CoRR
Xun Wu, Shaohan Huang, Furu Wei
2024 J jnl
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning.
CoRR
Ting Jiang, Shaohan Huang, Shengyue Luo, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Deqing Wang, Fuzhen Zhuang
2024 A* conf
Multi-Head Mixture-of-Experts.
NeurIPS
Xun Wu, Shaohan Huang, Wenhui Wang, Shuming Ma, Li Dong, Furu Wei
2024 J jnl
Multi-Head Mixture-of-Experts.
CoRR
Xun Wu, Shaohan Huang, Wenhui Wang, Furu Wei
2024 J jnl
Multimodal Large Language Model is a Human-Aligned Annotator for Text-to-Image Generation.
CoRR
Xun Wu, Shaohan Huang, Furu Wei
2024 A* conf
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better.
NeurIPS
Xun Wu, Shaohan Huang, Guolong Wang, Jing Xiong, Furu Wei
2024 J jnl
Multimodal Latent Language Modeling with Next-Token Diffusion.
CoRR
Yutao Sun, Hangbo Bao, Wenhui Wang, Zhiliang Peng, Li Dong, Shaohan Huang, Jianyong Wang, Furu Wei
2024 J jnl
On Domain-Specific Post-Training for Multimodal Large Language Models.
CoRR
Daixuan Cheng, Shaohan Huang, Ziyu Zhu, Xintong Zhang, Wayne Xin Zhao, Zhongzhi Luan, Bo Dai, Zhenliang Zhang
2024 J jnl
Quantum Machine Learning in Log-based Anomaly Detection: Challenges and Opportunities.
CoRR
Jiaxing Qi, Chang Zeng, Zhongzhi Luan, Shaohan Huang, Shu Yang, Yao Lu, Bin Han, Hailong Yang, Depei Qian
2024 J jnl
RedStone: Curating General, Code, Math, and QA Data for Large Language Models.
CoRR
Yaoyao Chang, Lei Cui, Li Dong, Shaohan Huang, Yangyu Huang, Yupan Huang, Scarlett Li, Tengchao Lv, Shuming Ma, Qinzheng Sun, Wenhui Wang, Furu Wei, Ying Xin, Mao Yang, Qiufeng Yin, Xingxing Zhang
2024 — conf
ResLoRA: Identity Residual Mapping in Low-Rank Adaption.
ACL (Findings)
Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024 J jnl
ResLoRA: Identity Residual Mapping in Low-Rank Adaption.
CoRR
Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024 — conf
Scaling Sentence Embeddings with Large Language Models.
EMNLP (Findings)
Ting Jiang, Shaohan Huang, Zhongzhi Luan, Deqing Wang, Fuzhen Zhuang
2024 J jnl
Se
CoRR
Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang
2024 A conf
Semantic-Aware Log Understanding and Analysis.
HPDC
Shaohan Huang, Zhongzhi Luan
2024 — conf
Se²: Sequential Example Selection for In-Context Learning.
ACL (Findings)
Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang
2024 J jnl
SpikeLog: Log-Based Anomaly Detection via Potential-Assisted Spiking Neuron Network.
IEEE Trans. Knowl. Data Eng.
Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang, Depei Qian
2024 J jnl
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models.
CoRR
Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei
2024 A* conf
Text Diffusion with Reinforced Conditioning.
AAAI
Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024 J jnl
Text Diffusion with Reinforced Conditioning.
CoRR
Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024 J jnl
Textual Aesthetics in Large Language Models.
CoRR
Lingjie Jiang, Shaohan Huang, Xun Wu, Furu Wei
2024 J jnl
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits.
CoRR
Shuming Ma, Hongyu Wang, Lingxiao Ma, Lei Wang, Wenhui Wang, Shaohan Huang, Li Dong, Ruiping Wang, Jilong Xue, Furu Wei
2024 A* conf
You Only Cache Once: Decoder-Decoder Architectures for Language Models.
NeurIPS
Yutao Sun, Li Dong, Yi Zhu, Shaohan Huang, Wenhui Wang, Shuming Ma, Quanlu Zhang, Jianyong Wang, Furu Wei
2024 J jnl
You Only Cache Once: Decoder-Decoder Architectures for Language Models.
CoRR
Yutao Sun, Li Dong, Yi Zhu, Shaohan Huang, Wenhui Wang, Shuming Ma, Quanlu Zhang, Jianyong Wang, Furu Wei
2023 — conf
A Length-Extrapolatable Transformer.
ACL (1)
Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei
2023 J jnl
Adapting Large Language Models via Reading Comprehension.
CoRR
Daixuan Cheng, Shaohan Huang, Furu Wei
2023 — conf
Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning.
ACL (1)
Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song
2023 J jnl
BitNet: Scaling 1-bit Transformers for Large Language Models.
CoRR
Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Huaijie Wang, Lingxiao Ma, Fan Yang, Ruiping Wang, Yi Wu, Furu Wei
2023 J jnl
Calibrating LLM-Based Evaluator.
CoRR
Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2023 A* conf
Democratizing Reasoning Ability: Tailored Learning from Large Language Model.
EMNLP
Zhaoyang Wang, Shaohan Huang, Yuxuan Liu, Jiahai Wang, Minghui Song, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2023 J jnl
Democratizing Reasoning Ability: Tailored Learning from Large Language Model.
CoRR
Zhaoyang Wang, Shaohan Huang, Yuxuan Liu, Jiahai Wang, Minghui Song, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2023 — conf
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding.
ACL (1)
Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou, Haizhen Huang, Jian Jiao, Furu Wei, Weiwei Deng, Qi Zhang
2023 J jnl
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding.
CoRR
Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou, Haizhen Huang, Jian Jiao, Furu Wei, Weiwei Deng, Qi Zhang
2023 — conf
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator.
ACL (1)
Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Furu Wei, Zhoujun Li
2023 J jnl
Improving Log-Based Anomaly Detection by Pre-Training Hierarchical Transformers.
IEEE Trans. Computers
Shaohan Huang, Yi Liu, Carol J. Fung, He Wang, Hailong Yang, Zhongzhi Luan
2023 J jnl
Kosmos-2.5: A Multimodal Literate Model.
CoRR
Tengchao Lv, Yupan Huang, Jingye Chen, Lei Cui, Shuming Ma, Yaoyao Chang, Shaohan Huang, Wenhui Wang, Li Dong, Weiyao Luo, Shaoxiang Wu, Guoxin Wang, Cha Zhang, Furu Wei
2023 J jnl
Kosmos-2: Grounding Multimodal Large Language Models to the World.
CoRR
Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Furu Wei
2023 J jnl
Kosmos-G: Generating Images in Context with Multimodal Large Language Models.
CoRR
Xichen Pan, Li Dong, Shaohan Huang, Zhiliang Peng, Wenhu Chen, Furu Wei
2023 A* conf
Language Is Not All You Need: Aligning Perception with Language Models.
NeurIPS
Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Nils Johan Bertil Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
2023 J jnl
Language Is Not All You Need: Aligning Perception with Language Models.
CoRR
Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
2023 J jnl
Learning Music Sequence Representation from Text Supervision.
CoRR
Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li
2023 J jnl
LogEncoder: Log-Based Contrastive Representation Learning for Anomaly Detection.
IEEE Trans. Netw. Serv. Manag.
Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, Hailong Yang, Hanlu Li, Danfeng Zhu, Depei Qian
2023 — conf
LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection.
HPCC/DSS/SmartCity/DependSys
Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Shu Yang, Carol J. Fung, Hailong Yang, Depei Qian, Jing Shang, Zhiwen Xiao, Zhihui Wu
2023 J jnl
LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection.
CoRR
Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Carol J. Fung, Hailong Yang, Depei Qian
2023 J jnl
LogQA: Question Answering in Unstructured Logs.
CoRR
Shaohan Huang, Yi Liu, Carol J. Fung, Jiaxing Qi, Hailong Yang, Zhongzhi Luan
2023 J jnl
LongNet: Scaling Transformers to 1, 000, 000, 000 Tokens.
CoRR
Jiayu Ding, Shuming Ma, Li Dong, Xingxing Zhang, Shaohan Huang, Wenhui Wang, Nanning Zheng, Furu Wei
2023 A* conf
Magneto: A Foundation Transformer.
ICML
Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei
2023 A* conf
MoEC: Mixture of Expert Clusters.
AAAI
Yuan Xie, Shaohan Huang, Tianyu Chen, Furu Wei
2023 — conf
Pre-training Language Model as a Multi-perspective Course Learner.
ACL (Findings)
Beiduo Chen, Shaohan Huang, Zihan Zhang, Wu Guo, Zhenhua Ling, Haizhen Huang, Furu Wei, Weiwei Deng, Qi Zhang
2023 J jnl
Pre-training Language Model as a Multi-perspective Course Learner.
CoRR
Beiduo Chen, Shaohan Huang, Zihan Zhang, Wu Guo, Zhenhua Ling, Haizhen Huang, Furu Wei, Weiwei Deng, Qi Zhang
2023 J jnl
Retentive Network: A Successor to Transformer for Large Language Models.
CoRR
Yutao Sun, Li Dong, Shaohan Huang, Shuming Ma, Yuqing Xia, Jilong Xue, Jianyong Wang, Furu Wei
2023 J jnl
Scaling Sentence Embeddings with Large Language Models.
CoRR
Ting Jiang, Shaohan Huang, Zhongzhi Luan, Deqing Wang, Fuzhen Zhuang
2023 A* conf
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation.
EMNLP
Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Weiwei Deng, Qi Zhang
2023 J jnl
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation.
CoRR
Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Denvy Deng, Qi Zhang
2022 J jnl
A Length-Extrapolatable Transformer.
CoRR
Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei
2022 B conf
Adanomaly: Adaptive Anomaly Detection for System Logs with Adversarial Learning.
NOMS
Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Yukun Wang, Carol J. Fung, Hailong Yang, Depei Qian
2022 J jnl
Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning.
CoRR
Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song
2022 B conf
Black-box Attacks to Log-based Anomaly Detection.
CNSM
Shaohan Huang, Yi Liu, Carol J. Fung, Hailong Yang, Zhongzhi Luan
2022 — conf
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation.
EMNLP (Findings)
Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei
2022 J jnl
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation.
CoRR
Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei
2022 J jnl
DeepNet: Scaling Transformers to 1, 000 Layers.
CoRR
Hongyu Wang, Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Furu Wei
2022 J jnl
Foundation Transformers.
CoRR
Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei
2022 J jnl
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator.
CoRR
Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Zhoujun Li, Furu Wei
2022 J jnl
Impacts of COVID-19 on the Return and Volatility Nexus among Cryptocurrency Market.
Complex.
Xin Sui, Guifen Shi, Guanchong Hou, Shaohan Huang, Yanshuang Li
2022 — conf
Kformer: Knowledge Injection in Transformer Feed-Forward Layers.
NLPCC (1)
Yunzhi Yao, Shaohan Huang, Li Dong, Furu Wei, Huajun Chen, Ningyu Zhang
2022 J jnl
Kformer: Knowledge Injection in Transformer Feed-Forward Layers.
CoRR
Yunzhi Yao, Shaohan Huang, Ningyu Zhang, Li Dong, Furu Wei, Huajun Chen
2022 J jnl
Language Models are General-Purpose Interfaces.
CoRR
Yaru Hao, Haoyu Song, Li Dong, Shaohan Huang, Zewen Chi, Wenhui Wang, Shuming Ma, Furu Wei
2022 Misc conf
Learning Music Sequence Representation From Text Supervision.
ICASSP
Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li
2022 J jnl
MoEC: Mixture of Expert Clusters.
CoRR
Yuan Xie, Shaohan Huang, Tianyu Chen, Furu Wei
2022 A* conf
On the Representation Collapse of Sparse Mixture of Experts.
NeurIPS
Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei
2022 J jnl
On the Representation Collapse of Sparse Mixture of Experts.
CoRR
Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
2022 A* conf
PromptBERT: Improving BERT Sentence Embeddings with Prompts.
EMNLP
Ting Jiang, Jian Jiao, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Denvy Deng, Qi Zhang
2022 J jnl
PromptBERT: Improving BERT Sentence Embeddings with Prompts.
CoRR
Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang
2022 J jnl
REVAL: Recommend Which Variables to Log With Pretrained Model and Graph Neural Network.
IEEE Trans. Netw. Serv. Manag.
Shaozhi Dai, Zhongzhi Luan, Shaohan Huang, Carol J. Fung, He Wang, Hailong Yang, Depei Qian
2022 — conf
Snapshot-Guided Domain Adaptation for ELECTRA.
EMNLP (Findings)
Daixuan Cheng, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Furu Wei, Denvy Deng, Qi Zhang
2022 — conf
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption.
ACL (Findings)
Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei
2022 J jnl
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption.
CoRR
Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei
2022 J jnl
Task-Specific Expert Pruning for Sparse Mixture-of-Experts.
CoRR
Tianyu Chen, Shaohan Huang, Yuan Xie, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei
2022 J jnl
TorchScale: Transformers at Scale.
CoRR
Shuming Ma, Hongyu Wang, Shaohan Huang, Wenhui Wang, Zewen Chi, Li Dong, Alon Benhaim, Barun Patra, Vishrav Chaudhary, Xia Song, Furu Wei
2022 — conf
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA.
ACL (1)
Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Bo Zheng, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei
2021 — conf
Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains.
ACL/IJCNLP (Findings)
Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei
2021 J jnl
Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains.
CoRR
Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei
2021 — conf
Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training.
EMNLP (1)
Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2021 J jnl
Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training.
CoRR
Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2021 — conf
Consistency Regularization for Cross-Lingual Fine-Tuning.
ACL/IJCNLP (1)
Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2021 J jnl
Consistency Regularization for Cross-Lingual Fine-Tuning.
CoRR
Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2021 J jnl
DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders.
CoRR
Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
2021 J jnl
Improving Non-autoregressive Generation with Mixup Training.
CoRR
Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang
2021 — conf
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment.
ACL/IJCNLP (1)
Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
2021 J jnl
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment.
CoRR
Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
2021 — conf
MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers.
ACL/IJCNLP (Findings)
Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei
2021 — conf
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task.
WMT@EMNLP
Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan, Xia Song, Furu Wei
2021 J jnl
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task.
CoRR
Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
2021 B conf
PriPro: Towards Effective Privacy Protection on Edge-Cloud System running DNN Inference.
CCGRID
Ruiyuan Gao, Hailong Yang, Shaohan Huang, Ming Dun, Mingzhen Li, Zerong Luan, Zhongzhi Luan, Depei Qian
2021 J jnl
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA.
CoRR
Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
2021 — conf
mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs.
EMNLP (1)
Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, Furu Wei
2021 J jnl
mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs.
CoRR
Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
2020 — conf
A Gated Few-shot Learning Model For Anomaly Detection.
ICOIN
Shaohan Huang, Yi Liu, Carol J. Fung, Wanhe An, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan
2020 J jnl
A Joint Sentence Scoring and Selection Framework for Neural Extractive Document Summarization.
IEEE ACM Trans. Audio Speech Lang. Process.
Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao
2020 B conf
DocBank: A Benchmark Dataset for Document Layout Analysis.
COLING
Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
2020 J jnl
DocBank: A Benchmark Dataset for Document Layout Analysis.
CoRR
Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
2020 — conf
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths.
AACL/IJCNLP
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang
2020 J jnl
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths.
CoRR
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang
2020 J jnl
HitAnomaly: Hierarchical Transformers for Anomaly Detection in System Log.
IEEE Trans. Netw. Serv. Manag.
Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan
2020 — conf
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph.
EMNLP (1)
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang
2020 J jnl
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph.
CoRR
Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang
2020 A* conf
LayoutLM: Pre-training of Text and Layout for Document Image Understanding.
KDD
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
2020 J jnl
MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers.
CoRR
Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei
2020 B conf
Paddy: An Event Log Parsing Approach using Dynamic Dictionary.
NOMS
Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan
2020 B conf
TableBank: Table Benchmark for Image-based Table Detection and Recognition.
LREC
Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
2020 B conf
Transfer Log-based Anomaly Detection with Pseudo Labels.
CNSM
Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan
2020 B conf
Unsupervised Fine-tuning for Text Clustering.
COLING
Shaohan Huang, Furu Wei, Lei Cui, Xingxing Zhang, Ming Zhou
2019 A* conf
Dictionary-Guided Editing Networks for Paraphrase Generation.
AAAI
Shaohan Huang, Yu Wu, Furu Wei, Zhongzhi Luan
2019 J jnl
LayoutLM: Pre-training of Text and Layout for Document Image Understanding.
CoRR
Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
2019 — conf
Neural Melody Composition from Lyrics.
NLPCC (1)
Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou
2019 A* conf
Response Generation by Context-Aware Prototype Editing.
AAAI
Yu Wu, Furu Wei, Shaohan Huang, Yunli Wang, Zhoujun Li, Ming Zhou
2019 J jnl
TableBank: Table Benchmark for Image-based Table Detection and Recognition.
CoRR
Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
2018 J jnl
Dictionary-Guided Editing Networks for Paraphrase Generation.
CoRR
Shaohan Huang, Yu Wu, Furu Wei, Ming Zhou
2018 — conf
Neural Document Summarization by Jointly Learning to Score and Select Sentences.
ACL (1)
Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao
2018 J jnl
Neural Document Summarization by Jointly Learning to Score and Select Sentences.
CoRR
Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao
2018 J jnl
Neural Melody Composition from Lyrics.
CoRR
Hangbo Bao, Shaohan Huang, Furu Wei, Lei Cui, Yu Wu, Chuanqi Tan, Songhao Piao, Ming Zhou
2018 J jnl
Response Generation by Context-aware Prototype Editing.
CoRR
Yu Wu, Furu Wei, Shaohan Huang, Zhoujun Li, Ming Zhou
2018 J jnl
Text Morphing.
CoRR
Shaohan Huang, Yu Wu, Furu Wei, Ming Zhou
2017 B conf
Arena: Adaptive real-time update anomaly prediction in cloud systems.
CNSM
Shaohan Huang, Carol J. Fung, Chang Liu, Shupeng Zhang, Guang Wei, Zhongzhi Luan, Depei Qian
2017 — conf
Learning to Generate Product Reviews from Attributes.
EACL (1)
Li Dong, Shaohan Huang, Furu Wei, Mirella Lapata, Ming Zhou, Ke Xu
2017 B conf
PSOM: Periodic Self-Organizing Maps for unsupervised anomaly detection in periodic time series.
IWQoS
Shupeng Zhang, Carol J. Fung, Shaohan Huang, Zhongzhi Luan, Depei Qian
2017 — conf
SuperAgent: A Customer Service Chatbot for E-commerce Websites.
ACL (System Demonstrations)
Lei Cui, Shaohan Huang, Furu Wei, Chuanqi Tan, Chaoqun Duan, Ming Zhou
2016 B conf
Using recurrent neural networks toward black-box system anomaly prediction.
IWQoS
Shaohan Huang, Carol J. Fung, Kui Wang, Polo Pei, Zhongzhi Luan, Depei Qian
2015 B conf
A methodology for root-cause analysis in component based systems.
IWQoS
Kui Wang, Carol J. Fung, Chao Ding, Polo Pei, Shaohan Huang, Zhongzhi Luan, Depei Qian
2015 — conf
Revisit network anomaly ranking in datacenter network using re-ranking.
CloudNet
Shaohan Huang, Carol J. Fung, Kui Wang, Yaqi Yang, Zhongzhi Luan, Depei Qian