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Shaohan Huang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

69

Venues

20

Active years

2015–2026

Best venue rank

A*

Where they publish

Papers

69 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIReasoning with Exploration: An Entropy Perspective.Daixuan Cheng, Shaohan Huang, Xuekai Zhu, Bo Dai, Xin Zhao, Zhenliang Zhang, Furu Wei
2026ACLVFA: Empowering Multilingual MLLMs via Vision-Free Adaptation.Yixia Li, Yaqing Shi, Zhiwen Ruan, Dongdong Zhang, Lingjie Jiang, Shaohan Huang, Yun Chen, Guanhua Chen, Furu Wei
2026ACLSPPO: Sequence-Level PPO for Long-Horizon Reasoning Tasks.Tianyi Wang, Yixia Li, Long Li, Yibiao Chen, Shaohan Huang, Yun Chen, Peng Li, Yang Liu, Guanhua Chen
2026ACLLearning to Refine: Self-Refinement of Parallel Reasoning in LLMs.Qibin Wang, Pu Zhao, Shaohan Huang, Fangkai Yang, Lu Wang, Furu Wei, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
2026ACLShorten After You're Right: Lazy Length Penalties for Reasoning RL.Danlong Yuan, Tian Xie, Shaohan Huang, Huishuai Zhang, Zhuocheng Gong, Chong Luo, Furu Wei, Dongyan Zhao
2026ACLTowards Stable and Effective Reinforcement Learning for Mixture-of-Experts.Di Zhang, Xun Wu, Shaohan Huang, Lingjie Jiang, Yaru Hao, Li Dong, Zewen Chi, Zhifang Sui, Furu Wei
2025ACLContext-DPO: Aligning Language Models for Context-Faithfulness.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
2025ACLGeAR: Generation Augmented Retrieval.Haoyu Liu, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Furu Wei, Qi Zhang
2025EMNLPOn Domain-Adaptive Post-Training for Multimodal Large Language Models.Daixuan Cheng, Shaohan Huang, Ziyu Zhu, Xintong Zhang, Xin Zhao, Zhongzhi Luan, Bo Dai, Zhenliang Zhang
2025EMNLPNL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning.Yue Fang, Shaohan Huang, Xin Yu, Haizhen Huang, Zihan Zhang, Weiwei Deng, Furu Wei, Feng Sun, Qi Zhang, Zhi Jin
2025EMNLPTextual Aesthetics in Large Language Models.Lingjie Jiang, Shaohan Huang, Xun Wu, Furu Wei
2025ICCVRethinking DPO-Style Diffusion Aligning Frameworks.Xun Wu, Shaohan Huang, Lingjie Jiang, Furu Wei
2025IJCNNLearning to Follow Domain-specific Instruction with Verifiable Rewards.Shaohan Huang, Yi Liu, Jiaxing Qi, Hailong Yang, Zhongzhi Luan, Depei Qian
2025IJCNNLogReader: General-Purpose Log Analysis via Open-Source Large Language Models.Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Yao Lu, Hailong Yang, Depei Qian
2024AAAIText Diffusion with Reinforced Conditioning.Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024ACLSe²: Sequential Example Selection for In-Context Learning.Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang
2024ACLHD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition.Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024ACLResLoRA: Identity Residual Mapping in Low-Rank Adaption.Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024COLINGCalibrating LLM-Based Evaluator.Yuxuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2024EMNLPInstruction Pre-Training: Language Models are Supervised Multitask Learners.Daixuan Cheng, Yuxian Gu, Shaohan Huang, Junyu Bi, Minlie Huang, Furu Wei
2024EMNLPScaling Sentence Embeddings with Large Language Models.Ting Jiang, Shaohan Huang, Zhongzhi Luan, Deqing Wang, Fuzhen Zhuang
2024HPDCSemantic-Aware Log Understanding and Analysis.Shaohan Huang, Zhongzhi Luan
2024ICLRAdapting Large Language Models via Reading Comprehension.Daixuan Cheng, Shaohan Huang, Furu Wei
2024ICLRKosmos-G: Generating Images in Context with Multimodal Large Language Models.Xichen Pan, Li Dong, Shaohan Huang, Zhiliang Peng, Wenhu Chen, Furu Wei
2024ICLRGrounding Multimodal Large Language Models to the World.Zhiliang Peng, Wenhui Wang, Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Qixiang Ye, Furu Wei
2024ICLRMixture of LoRA Experts.Xun Wu, Shaohan Huang, Furu Wei
2024IROSKOSMOS-E : Learning to Follow Instruction for Robotic Grasping.Zhi Wang, Xun Wu, Shaohan Huang, Li Dong, Wenhui Wang, Shuming Ma, Furu Wei
2023AAAIMoEC: Mixture of Expert Clusters.Yuan Xie, Shaohan Huang, Tianyu Chen, Furu Wei
2023ACLPre-training Language Model as a Multi-perspective Course Learner.Beiduo Chen, Shaohan Huang, Zihan Zhang, Wu Guo, Zhenhua Ling, Haizhen Huang, Furu Wei, Weiwei Deng, Qi Zhang
2023ACLDual-Alignment Pre-training for Cross-lingual Sentence Embedding.Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou, Haizhen Huang, Jian Jiao, Furu Wei, Weiwei Deng, Qi Zhang
2023ACLBeyond English-Centric Bitexts for Better Multilingual Language Representation Learning.Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song
2023ACLA Length-Extrapolatable Transformer.Yutao Sun, Li Dong, Barun Patra, Shuming Ma, Shaohan Huang, Alon Benhaim, Vishrav Chaudhary, Xia Song, Furu Wei
2023ACLGanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator.Jian Yang, Shuming Ma, Li Dong, Shaohan Huang, Haoyang Huang, Yuwei Yin, Dongdong Zhang, Liqun Yang, Furu Wei, Zhoujun Li
2023EMNLPUPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation.Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Weiwei Deng, Qi Zhang
2023EMNLPDemocratizing Reasoning Ability: Tailored Learning from Large Language Model.Zhaoyang Wang, Shaohan Huang, Yuxuan Liu, Jiahai Wang, Minghui Song, Zihan Zhang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang
2023HPCCLogGPT: Exploring ChatGPT for Log-Based Anomaly Detection.Jiaxing Qi, Shaohan Huang, Zhongzhi Luan, Shu Yang, Carol J. Fung, Hailong Yang, Depei Qian, Jing Shang, Zhiwen Xiao, Zhihui Wu
2023ICMLMagneto: A Foundation Transformer.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
2022ACLTHE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption.Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei
2022ACLXLM-E: Cross-lingual Language Model Pre-training via ELECTRA.Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Bo Zheng, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei
2022CNSMBlack-box Attacks to Log-based Anomaly Detection.Shaohan Huang, Yi Liu, Carol J. Fung, Hailong Yang, Zhongzhi Luan
2022EMNLPSnapshot-Guided Domain Adaptation for ELECTRA.Daixuan Cheng, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Furu Wei, Denvy Deng, Qi Zhang
2022EMNLPPromptBERT: Improving BERT Sentence Embeddings with Prompts.Ting Jiang, Jian Jiao, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Denvy Deng, Qi Zhang
2022EMNLPCROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation.Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, Furu Wei
2022ICASSPLearning Music Sequence Representation From Text Supervision.Tianyu Chen, Yuan Xie, Shuai Zhang, Shaohan Huang, Haoyi Zhou, Jianxin Li
2022NOMSAdanomaly: Adaptive Anomaly Detection for System Logs with Adversarial Learning.Jiaxing Qi, Zhongzhi Luan, Shaohan Huang, Yukun Wang, Carol J. Fung, Hailong Yang, Depei Qian
2021ACLImproving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment.Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
2021ACLMiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers.Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei
2021ACLAdapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains.Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei
2021ACLConsistency Regularization for Cross-Lingual Fine-Tuning.Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2021CCGRIDPriPro: Towards Effective Privacy Protection on Edge-Cloud System running DNN Inference.Ruiyuan Gao, Hailong Yang, Shaohan Huang, Ming Dun, Mingzhen Li, Zerong Luan, Zhongzhi Luan, Depei Qian
2021EMNLPmT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs.Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, Furu Wei
2021EMNLPAllocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training.Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
2020CNSMTransfer Log-based Anomaly Detection with Pseudo Labels.Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan
2020COLINGUnsupervised Fine-tuning for Text Clustering.Shaohan Huang, Furu Wei, Lei Cui, Xingxing Zhang, Ming Zhou
2020COLINGDocBank: A Benchmark Dataset for Document Layout Analysis.Minghao Li, Yiheng Xu, Lei Cui, Shaohan Huang, Furu Wei, Zhoujun Li, Ming Zhou
2020EMNLPLanguage Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph.Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang
2020IJCNLPGenerating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths.Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Minlie Huang
2020KDDLayoutLM: Pre-training of Text and Layout for Document Image Understanding.Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou
2020LRECTableBank: Table Benchmark for Image-based Table Detection and Recognition.Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, Zhoujun Li
2020NOMSPaddy: An Event Log Parsing Approach using Dynamic Dictionary.Shaohan Huang, Yi Liu, Carol J. Fung, Rong He, Yining Zhao, Hailong Yang, Zhongzhi Luan
2019AAAIResponse Generation by Context-Aware Prototype Editing.Yu Wu, Furu Wei, Shaohan Huang, Yunli Wang, Zhoujun Li, Ming Zhou
2019AAAIDictionary-Guided Editing Networks for Paraphrase Generation.Shaohan Huang, Yu Wu, Furu Wei, Zhongzhi Luan
2018ACLNeural Document Summarization by Jointly Learning to Score and Select Sentences.Qingyu Zhou, Nan Yang, Furu Wei, Shaohan Huang, Ming Zhou, Tiejun Zhao
2017ACLSuperAgent: A Customer Service Chatbot for E-commerce Websites.Lei Cui, Shaohan Huang, Furu Wei, Chuanqi Tan, Chaoqun Duan, Ming Zhou
2017CNSMArena: Adaptive real-time update anomaly prediction in cloud systems.Shaohan Huang, Carol J. Fung, Chang Liu, Shupeng Zhang, Guang Wei, Zhongzhi Luan, Depei Qian
2017EACLLearning to Generate Product Reviews from Attributes.Li Dong, Shaohan Huang, Furu Wei, Mirella Lapata, Ming Zhou, Ke Xu
2017IWQoSPSOM: Periodic Self-Organizing Maps for unsupervised anomaly detection in periodic time series.Shupeng Zhang, Carol J. Fung, Shaohan Huang, Zhongzhi Luan, Depei Qian
2016IWQoSUsing recurrent neural networks toward black-box system anomaly prediction.Shaohan Huang, Carol J. Fung, Kui Wang, Polo Pei, Zhongzhi Luan, Depei Qian
2015IWQoSA methodology for root-cause analysis in component based systems.Kui Wang, Carol J. Fung, Chao Ding, Polo Pei, Shaohan Huang, Zhongzhi Luan, Depei Qian