| 2026 | AAAI | WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety. | Shilong Pan, Zhiliang Tian, Wanlong Yu, Zhen Huang, Qingyu Qiu, Zihan Chen, Zhonghao Sun, Minlie Huang, Dongsheng Li |
| 2026 | AAAI | Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs. | Chenghao Sun, Zhen Huang, Yonggang Zhang, Xinmei Tian, Xu Shen, Jieping Ye |
| 2026 | AAAI | Mixture-of-Trees: Learning to Select and Weigh Reasoning Paths for Efficient LLM Inference. | Yangbo Wei, Zhen Huang, Shaoqiang Lu, Junhong Qian, Dongge Qin, Ting-Jung Lin, Wei W. Xing, Chen Wu, Lei He |
| 2026 | AAAI | MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text. | Ronghao Xu, Zhen Huang, Yangbo Wei, Xiaoqian Zhou, Zikang Xu, Ting Liu, Zihang Jiang, S. Kevin Zhou |
| 2026 | ACL | Knowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mitigating LLMs' Hallucinations. | Xinyue Fang, Zhiliang Tian, Zhen Huang, Ziyi Pan, Zhihua Wen, Xi Wang, Quntian Fang, Dongsheng Li |
| 2026 | ACL | Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality. | Wei Li, Zhen Huang, Xinmei Tian |
| 2026 | ACL | DMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection. | Tianle Liu, Zhiliang Tian, Zhen Huang, Tianlun Liu, Jingyuan Huang, Zhaoning Zhang, Chengcheng Shao, Dongsheng Li |
| 2026 | ACL | CTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher. | Tianlun Liu, Zhiliang Tian, Zhen Huang, Xingzhi Zhou, Wanlong Yu, Tianle Liu, Feng Liu, Dongsheng Li |
| 2026 | ACL | SciPedia: Unlocking the Value of Scientific Data for Pre-training. | Yiwei Qin, Zhen Huang, Tiantian Mi, Weiye Si, Qipeng Guo, Siyuan Feng, Pengfei Liu |
| 2026 | ACL | ManCC: A Task-Anchored Benchmark for Manchu-Classical Chinese Cross-Lingual Modeling. | Meiqi Wang, Xiaoxin Sun, Dongjie Wang, Ruixin Yu, Xiantao Heng, Shuo Wang, Zhen Huang, Peng Zhao, Suhua Wang, Minghao Yin |
| 2026 | ACL | Emotion Trajectory-aware Retrieval for Markov-driven Emotion Anticipation in LLM-based Emotional Support Conversation. | Hongyan Wu, Zhiliang Tian, Zhen Huang, Tengyue Hu, Linbo Qiao, Yifu Gao, Feng Liu, Dongsheng Li |
| 2026 | ASPDAC | VFlow: Discovering Optimal Agentic Workflows for Verilog Generation. | Yangbo Wei, Zhen Huang, Lei He, Li Huang, Ting-Jung Lin, Wei W. Xing |
| 2026 | KSEM | LARK: Layer-Aware Routing with K-Ary Dynamic Pruning Tree for Self-speculative Decoding. | Baizhou Xu, Zhaoning Zhang, Zhen Huang, Libo Zhang |
| 2026 | NDSS | EXIA: Trusted Transitions for Enclaves via External-Input Attestation. | Zhen Huang, Yidi Kao, Sanchuan Chen, Guoxing Chen, Yan Meng, Haojin Zhu |
| 2026 | WWW | Rethinking the Hidden Risk of Reranking: Achieving Risk-aware Reranking with Information Gain for RAG with LLMs. | Zhizhao Liu, Zhihua Wen, Zhiliang Tian, Zhen Huang, Miaorong Zhu, Zimian Wei, Yifu Gao, Liang Ding, Dongsheng Li |
| 2025 | AAAI | Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling. | Xinyue Fang, Zhen Huang, Zhiliang Tian, Minghui Fang, Ziyi Pan, Quntian Fang, Zhihua Wen, Hengyue Pan, Dongsheng Li |
| 2025 | ACL | Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models. | Wei Li, Zhen Huang, Houqiang Li, Le Lu, Yang Lu, Xinmei Tian, Xu Shen, Jieping Ye |
| 2025 | ACL | MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection. | Shanshan Liu, Menglong Lu, Zhen Huang, Zejiang He, Liu Liu, Zhigang Sun, Dongsheng Li |
| 2025 | ACL | AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models. | Shilong Pan, Zhiliang Tian, Zhen Huang, Wanlong Yu, Zhihua Wen, Xinwang Liu, Kai Lu, Minlie Huang, Dongsheng Li |
| 2025 | ACL | Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings. | Chenghao Sun, Zhen Huang, Yonggang Zhang, Le Lu, Houqiang Li, Xinmei Tian, Xu Shen, Jieping Ye |
| 2025 | ACL | LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis. | Zhiliang Tian, Jingyuan Huang, Zejiang He, Zhen Huang, Menglong Lu, Linbo Qiao, Songzhu Mei, Yijie Wang, Dongsheng Li |
| 2025 | ACL | MECoT: Markov Emotional Chain-of-Thought for Personality-Consistent Role-Playing. | Yangbo Wei, Zhen Huang, Fangzhou Zhao, Qi Feng, Wei W. Xing |
| 2025 | COLING | Partial Order-centered Hyperbolic Representation Learning for Few-shot Relation Extraction. | Biao Hu, Zhen Huang, Minghao Hu, Pinglv Yang, Peng Qiao, Yong Dou, Zhilin Wang |
| 2025 | CVPR | Interpreting Object-level Foundation Models via Visual Precision Search. | Ruoyu Chen, Siyuan Liang, Jingzhi Li, Shiming Liu, Maosen Li, Zhen Huang, Hua Zhang, Xiaochun Cao |
| 2025 | DAC | Self-Attention to Operator Learning-based 3D-IC Thermal Simulation. | Zhen Huang, Hong Wang, Wenkai Yang, Muxi Tang, Depeng Xie, Ting-Jung Lin, Yu Zhang, Wei W. Xing, Lei He |
| 2025 | EMNLP | Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes. | Qiunan Du, Zhiliang Tian, Zhen Huang, Kailun Bian, Tianlun Liu, Zhaoning Zhang, Xinwang Liu, Feng Liu, Dong Sheng Li |
| 2025 | EMNLP | GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection. | Zejiang He, Jingyuan Huang, Menglong Lu, Zhen Huang, Shanshan Liu, Zhiliang Tian, Dong Sheng Li |
| 2025 | ICASSP | Contextualization of ASR with LLM using phonetic retrieval-based augmentation. | Zhihong Lei, Xingyu Na, Mingbin Xu, Ernest Pusateri, Christophe Van Gysel, Yuanyuan Zhang, Shiyi Han, Zhen Huang |
| 2025 | ICASSP | LTOS: Layout-controllable Text-object Synthesis via Adaptive Cross-attention Fusions. | Xiaoran Zhao, Tianhao Wu, Yu Lai, Zhiliang Tian, Zhen Huang, Yahui Liu, Zejiang He, Dongsheng Li |
| 2025 | ICASSP | HyperMST: Multi-scale Spatio-Temporal Hypercorrelation Network for POI Recommendation. | Zeyun Zhao, Changjian Wang, Kele Xu, Zhen Huang, Gaojin He, Xu Liu |
| 2025 | IJCNN | ST-QAT: Leveraging Self-Training to Enhance Quantization-Aware Training. | Hang Wang, Menglong Lu, Zhen Huang, Bin Liang, Zhilin Wang, Feng Liu |
| 2025 | IROS | Self-Assembly Planning for Modular Robots via Multi-Agent Path Finding on Time-Expanded Networks. | Zhen Huang, Yajie Cheng, Lingling Shi, Minghe Shan |
| 2025 | IECON | Recent Advances in Transfer Learning Techniques for Power Converter-based Systems. | Zhen Huang, Jiawei Gong, Yuan Gao, ChaoWang, Yu Zeng, Bing Ji |
| 2025 | MICCAI | PATE: Enhancing Few-Shot Pathological Image Classification via Prompt-Based Text-Image Embedding Adaptation. | Shenghao Chen, Zhen Huang, Xiaoqian Zhou, Han Li, Chunjiang Wang, Shaohua Kevin Zhou |
| 2025 | MICCAI | Landmarks Are Alike Yet Distinct: Harnessing Similarity and Individuality for One-Shot Medical Landmark Detection. | Xu He, Zhen Huang, Qingsong Yao, Xiaoqian Zhou, S. Kevin Zhou |
| 2025 | MICCAI | SimCroP: Radiograph Representation Learning with Similarity-Driven Cross-Granularity Pre-training. | Rongsheng Wang, Fenghe Tang, Qingsong Yao, Rui Yan, Xu Zhang, Zhen Huang, Haoran Lai, Zhiyang He, Xiaodong Tao, Zihang Jiang, S. Kevin Zhou |
| 2025 | MICCAI | U-RWKV: Lightweight Medical Image Segmentation with Direction-Adaptive RWKV. | Hongbo Ye, Fenghe Tang, Peiang Zhao, Zhen Huang, Dexin Zhao, Minghao Bian, Shaohua Kevin Zhou |
| 2025 | NDSS | A Formal Approach to Multi-Layered Privileges for Enclaves. | Ganxiang Yang, Chenyang Liu, Zhen Huang, Guoxing Chen, Hongfei Fu, Yuanyuan Zhang, Haojin Zhu |
| 2025 | PRICAI | Morpheus: Accelerating Large Language Models with Feature-Augmented Autoregressive Drafting. | Haoran Wang, Peng Xu, Zhen Huang |
| 2025 | WWW | Scenario-independent Uncertainty Estimation for LLM-based Question Answering via Factor Analysis. | Zhihua Wen, Zhizhao Liu, Zhiliang Tian, Shilong Pan, Zhen Huang, Dongsheng Li, Minlie Huang |
| 2024 | ACL | POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation. | Shilong Pan, Zhiliang Tian, Liang Ding, Haoqi Zheng, Zhen Huang, Zhihua Wen, Dongsheng Li |
| 2024 | AsiaCCS | Ratel: MPC-extensions for Smart Contracts. | Yunqi Li, Kyle Soska, Zhen Huang, Sylvain Bellemare, Mikerah Quintyne-Collins, Lun Wang, Xiaoyuan Liu, Dawn Song, Andrew Miller |
| 2024 | CCS | Unveiling Collusion-Based Ad Attribution Laundering Fraud: Detection, Analysis, and Security Implications. | Tong Zhu, Chaofan Shou, Zhen Huang, Guoxing Chen, Xiaokuan Zhang, Yan Meng, Shuang Hao, Haojin Zhu |
| 2024 | COLING | KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion. | Yilin Wang, Minghao Hu, Zhen Huang, Dongsheng Li, Dong Yang, Xicheng Lu |
| 2024 | EMNLP | A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning. | Zhongwu Chen, Long Bai, Zixuan Li, Zhen Huang, Xiaolong Jin, Yong Dou |
| 2024 | EMNLP | Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding. | Wei Li, Zhen Huang, Xinmei Tian, Le Lu, Houqiang Li, Xu Shen, Jieping Ye |
| 2024 | GLOBECOM | Adaptive Coordinated Multicast for Holographic Video Streaming Over Wireless Networks: A Deep Reinforcement Learning Approach. | Wanli Wen, Jiping Yan, Yulu Zhang, Zhen Huang, Liang Liang, Yunjian Jia |
| 2024 | ICASSP | Personalization of CTC-Based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization. | Zhihong Lei, Ernest Pusateri, Shiyi Han, Leo Liu, Mingbin Xu, Tim Ng, Ruchir Travadi, Youyuan Zhang, Mirko Hannemann, Man-Hung Siu, Zhen Huang |
| 2024 | ICML | From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning. | Wei Chen, Zhen Huang, Liang Xie, Binbin Lin, Houqiang Li, Le Lu, Xinmei Tian, Deng Cai, Yonggang Zhang, Wenxiao Wang, Xu Shen, Jieping Ye |
| 2024 | ICML | Quasi-Monte Carlo Features for Kernel Approximation. | Zhen Huang, Jiajin Sun, Yian Huang |
| 2024 | ICONIP | TDAT: A Real-Time Two-Stage DDoS Attacks Detector Based on Anomaly Transformer. | Zhen Huang, Shang Liu, Ke Zhao, Yong Xiang |
| 2024 | IJCNN | G2Vec: Spatial-Temporal Trajectory Generation Network based on Multi-Resolution Feature Correlation. | Zeyun Zhao, Changjian Wang, Zhen Huang, Yongheng Li, Gaojin He |
| 2024 | Interspeech | Enhancing CTC-based speech recognition with diverse modeling units. | Shiyi Han, Mingbin Xu, Zhihong Lei, Zhen Huang, Xingyu Na |
| 2024 | ICTAI | ESC-CoT: Easy-to-Hard Self-Comparative Chain-of-Thought for News Discourse Profiling. | Rong Zhu, Jingyuan Huang, Zejiang He, Menglong Lu, Zhen Huang, Jinhui Zhao, Yan Cao |
| 2024 | KSEM | Enhancing Question Embedding with Relation Chain for Multi-hop KGQA. | Zhen Huang, Zhongpeng Liu, Shiming Shan, Yu Liu |
| 2024 | KSEM | MoveFormer: Spatial Graph Periodic Injection Network for Next POI Recommendation. | Yongheng Li, Ziwen Zhang, Zhen Huang, Changjian Wang, Tianfu He, Menglong Lu, Zeyun Zhao |
| 2024 | KSEM | Meta Learning Based Rumor Detection with Awareness of Social Bot. | Zhilong Lv, Zhen Huang, Menglong Lu, Yuxin Yang, Zhiliang Tian, Xin Niu, Dongsheng Li |
| 2024 | NAACL | Conformer-Based Speech Recognition On Extreme Edge-Computing Devices. | Mingbin Xu, Alex Jin, Sicheng Wang, Mu Su, Tim Ng, Henry Mason, Shiyi Han, Zhihong Lei, Yaqiao Deng, Zhen Huang, Mahesh Krishnamoorthy |
| 2023 | ACL | DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation. | Menglong Lu, Zhen Huang, Yunxiang Zhao, Zhiliang Tian, Yang Liu, Dongsheng Li |
| 2023 | ACL | GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation. | Zhihua Wen, Zhiliang Tian, Zhen Huang, Yuxin Yang, Zexin Jian, Changjian Wang, Dongsheng Li |
| 2023 | ASRU | Acoustic Model Fusion For End-to-End Speech Recognition. | Zhihong Lei, Mingbin Xu, Shiyi Han, Leo Liu, Zhen Huang, Tim Ng, Yuanyuan Zhang, Ernest Pusateri, Mirko Hannemann, Yaqiao Deng, Man-Hung Siu |
| 2023 | DASFAA | PEG: A Partial Evaluation-based Distributed RDF Graph System. | Shengyi Ji, Peng Peng, Jian Hu, Lei Zou, Zhen Huang, Zheng Qin |
| 2023 | EMNLP | Temporal Extrapolation and Knowledge Transfer for Lifelong Temporal Knowledge Graph Reasoning. | Zhongwu Chen, Chengjin Xu, Fenglong Su, Zhen Huang, Yong Dou |
| 2023 | EMNLP | GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence. | Zhihua Wen, Zhiliang Tian, Wei Wu, Yuxin Yang, Yanqi Shi, Zhen Huang, Dongsheng Li |
| 2023 | ICASSP | Rumor Detection Via Assessing the Spreading Propensity of Users. | Peng Zheng, Zhen Huang, Yong Dou, Yeqing Yan |
| 2023 | IJCAI | Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification. | Menglong Lu, Zhen Huang, Zhiliang Tian, Yunxiang Zhao, Xuanyu Fei, Dongsheng Li |
| 2023 | IJCAI | Teaching What You Should Teach: A Data-Based Distillation Method. | Shitong Shao, Huanran Chen, Zhen Huang, Linrui Gong, Shuai Wang, Xinxiao Wu |
| 2023 | IJCAI | A Canonicalization-Enhanced Known Fact-Aware Framework For Open Knowledge Graph Link Prediction. | Yilin Wang, Minghao Hu, Zhen Huang, Dongsheng Li, Wei Luo, Dong Yang, Xicheng Lu |
| 2023 | KSEM | Multi-level Contrastive Learning for Commonsense Question Answering. | Quntian Fang, Zhen Huang, Ziwen Zhang, Minghao Hu, Biao Hu, Ankun Wang, Dong Sheng Li |
| 2023 | MMM | AutoRF: Auto Learning Receptive Fields with Spatial Pooling. | Peijie Dong, Xin Niu, Zimian Wei, Hengyue Pan, Dongsheng Li, Zhen Huang |
| 2023 | MMM | HSS: A Hierarchical Semantic Similarity Hard Negative Sampling Method for Dense Retrievers. | Xinjia Xie, Feng Liu, Shun Gai, Zhen Huang, Minghao Hu, Ankun Wang |
| 2023 | WWW | Meta-Learning Based Knowledge Extrapolation for Temporal Knowledge Graph. | Zhongwu Chen, Chengjin Xu, Fenglong Su, Zhen Huang, Yong Dou |
| 2023 | SIGIR | Incorporating Structured Sentences with Time-enhanced BERT for Fully-inductive Temporal Relation Prediction. | Zhongwu Chen, Chengjin Xu, Fenglong Su, Zhen Huang, Yong Dou |
| 2022 | ASPLOS | CARAT CAKE: replacing paging via compiler/kernel cooperation. | Brian Suchy, Souradip Ghosh, Drew Kersnar, Siyuan Chai, Zhen Huang, Aaron Nelson, Michael Cuevas, Alex Bernat, Gaurav Chaudhary, Nikos Hardavellas, Simone Campanoni, Peter A. Dinda |
| 2022 | COLING | Social Bot-Aware Graph Neural Network for Early Rumor Detection. | Zhen Huang, Zhilong Lv, Xiaoyun Han, Binyang Li, Menglong Lu, Dongsheng Li |
| 2022 | COLING | Adaptive Threshold Selective Self-Attention for Chinese NER. | Biao Hu, Zhen Huang, Minghao Hu, Ziwen Zhang, Yong Dou |
| 2022 | COLING | IMCI: Integrate Multi-view Contextual Information for Fact Extraction and Verification. | Hao Wang, Yangguang Li, Zhen Huang, Yong Dou |
| 2022 | CSCWD | A Knowledge Graph-Based Abstractive Model Integrating Semantic and Structural Information for Summarizing Chinese Meetings. | Peng Qi, Zhen Huang, Yan Sun, Hong Luo |
| 2022 | CVPR | Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization. | Xin Jin, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua |
| 2022 | EMNLP | R2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference. | Hao Wang, Yixin Cao, Yangguang Li, Zhen Huang, Kun Wang, Jing Shao |
| 2022 | IJCAI | Exploring Fourier Prior for Single Image Rain Removal. | Xin Guo, Xueyang Fu, Man Zhou, Zhen Huang, Jialun Peng, Zheng-Jun Zha |
| 2022 | ICTAC | A Model Checking Based Approach to Detect Safety-Critical Adversarial Examples on Autonomous Driving Systems. | Zhen Huang, Bo Li, Dehui Du, Qin Li |
| 2022 | ICTAI | CNA: A Dataset for Parsing Discourse Structure on Chinese News Articles. | Zhenliang Guo, Zhen Huang, Yong Dou, Xiubin Yu, Sijie Wang, Zhongwu Chen, Xinxin Su, Xiaohang Liu |
| 2022 | ICTAI | An Emotion Evolution Network for Emotion Recognition in Conversation. | Shimin Tang, Changjian Wang, Kele Xu, Zhen Huang, Minpeng Xu, Yuxing Peng |
| 2022 | KSEM | Deep-to-Bottom Weights Decay: A Systemic Knowledge Review Learning Technique for Transformer Layers in Knowledge Distillation. | Ankun Wang, Feng Liu, Zhen Huang, Minghao Hu, Dongsheng Li, Yifan Chen, Xinjia Xie |
| 2022 | KSEM | Discourse Component Recognition via Graph Neural Network in Chinese Student Argumentative Essays. | Sijie Wang, Ziwen Zhang, Yong Dou, Jun Luo, Zhen Huang |
| 2022 | KSEM | Topic and Reference Guided Keyphrase Generation from Social Media. | Xiubin Yu, Xingjun Chen, Zhen Huang, Yong Dou, Biao Hu |
| 2022 | UIC | Relational Context Enhanced Dual Path Reasoning for Fact Prediction in Knowledge Graph. | Yilin Wang, Zhen Huang, Minghao Hu, Dongsheng Li, Wei Luo, Dong Yang |
| 2021 | CVPR | Revisiting Knowledge Distillation: An Inheritance and Exploration Framework. | Zhen Huang, Xu Shen, Jun Xing, Tongliang Liu, Xinmei Tian, Houqiang Li, Bing Deng, Jianqiang Huang, Xian-Sheng Hua |
| 2021 | ICCV | 3D Local Convolutional Neural Networks for Gait Recognition. | Zhen Huang, Dixiu Xue, Xu Shen, Xinmei Tian, Houqiang Li, Jianqiang Huang, Xian-Sheng Hua |
| 2021 | IJCNN | Semi-supervised medical image classification based on CamMix. | Lingchao Guo, Changjian Wang, Dongsong Zhang, Kele Xu, Zhen Huang, Li Luo, Yuxing Peng |
| 2021 | IJCNN | A Neural Ranker for Open-Domain Question Answering via Sentence-Level Jump Encoding. | Yang Liu, Shiyi Xu, Zhen Huang, Changjian Wang, Dongsheng Li, Feng Liu, Jinyan Qiu |
| 2021 | ICTAI | T-Mask: An Active and Accurate Dialogue State Tracking with Token Mask Prediction. | Shezheng Song, Changjian Wang, Dongsong Zhang, Zhen Huang, Yuxing Peng |
| 2021 | ICTAI | SEED: A Cross-Layer Semantic Enhanced SLU Model With Role Context Differentiated Fusion. | Changjian Wang, Dongsong Zhang, Shezheng Song, Zhen Huang, Yuxing Peng |
| 2021 | KSEM | Rumor Verification on Social Media with Stance-Aware Recursive Tree. | Xiaoyun Han, Zhen Huang, Menglong Lu, Dongsheng Li, Jinyan Qiu |
| 2021 | KSEM | A Framework of Data Augmentation While Active Learning for Chinese Named Entity Recognition. | Qingqing Li, Zhen Huang, Yong Dou, Ziwen Zhang |
| 2021 | KSEM | Improved Partitioning Graph Embedding Framework for Small Cluster. | Ding Sun, Zhen Huang, Dongsheng Li, Xiangyu Ye, Yilin Wang |
| 2021 | PAKDD | Densely Connected Graph Attention Network Based on Iterative Path Reasoning for Document-Level Relation Extraction. | Hongya Zhang, Zhen Huang, Zhenzhen Li, Dongsheng Li, Feng Liu |
| 2021 | SC | Paths to OpenMP in the kernel. | Jiacheng Ma, Wenyi Wang, Aaron Nelson, Michael Cuevas, Brian Homerding, Conghao Liu, Zhen Huang, Simone Campanoni, Kyle C. Hale, Peter A. Dinda |
| 2020 | COLING | Using a Penalty-based Loss Re-estimation Method to Improve Implicit Discourse Relation Classification. | Xiao Li, Yu Hong, Huibin Ruan, Zhen Huang |
| 2020 | COLING | Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition. | Huibin Ruan, Yu Hong, Yang Xu, Zhen Huang, Guodong Zhou, Min Zhang |
| 2020 | COLING | Argumentation Mining on Essays at Multi Scales. | Hao Wang, Zhen Huang, Yong Dou, Yu Hong |
| 2020 | ICASSP | SNDCNN: Self-Normalizing Deep CNNs with Scaled Exponential Linear Units for Speech Recognition. | Zhen Huang, Tim Ng, Leo Liu, Henry Mason, Xiaodan Zhuang, Daben Liu |
| 2020 | IJCNN | RAD: Reinforced Attention Decoder Model On Question Generation. | Xin Li, Zhen Huang, Feng Liu, Changjian Wang, Minghao Hu, Shiyi Xu, Yuxing Peng |
| 2019 | AAAI | Read + Verify: Machine Reading Comprehension with Unanswerable Questions. | Minghao Hu, Furu Wei, Yuxing Peng, Zhen Huang, Nan Yang, Dongsheng Li |
| 2019 | ACL | Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension. | Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li |
| 2019 | ACL | Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification. | Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li, Yiwei Lv |
| 2019 | EMNLP | A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning. | Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li |
| 2019 | ICASSP | Exploring Retraining-free Speech Recognition for Intra-sentential Code-switching. | Zhen Huang, Xiaodan Zhuang, Daben Liu, Xiaoqiang Xiao, Yuchen Zhang, Sabato Marco Siniscalchi |
| 2019 | ICTAI | TFPN: Twin Feature Pyramid Networks for Object Detection. | Yi Liang, Changjian Wang, Fangzhao Li, Yuxing Peng, Qin Lv, Yuan Yuan, Zhen Huang |
| 2019 | IECON | An Enhanced Unified Space Vector Modulation Technique for Dual Converters with Isolated Voltage Supplies. | Zhen Huang, Tao Yang, Paolo Giangrande, Pat Wheeler, Michael Galea |
| 2019 | SP | Using Safety Properties to Generate Vulnerability Patches. | Zhen Huang, David Lie, Gang Tan, Trent Jaeger |
| 2018 | DASFAA | Free-Rider Episode Screening via Dual Partition Model. | Xiang Ao, Yang Liu, Zhen Huang, Luo Zuo, Qing He |
| 2018 | EMNLP | Attention-Guided Answer Distillation for Machine Reading Comprehension. | Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou |
| 2018 | ICONIP | FVR-SGD: A New Flexible Variance-Reduction Method for SGD on Large-Scale Datasets. | Mingxing Tang, Zhen Huang, Linbo Qiao, Shuyang Du, Yuxing Peng, Changjian Wang |
| 2018 | IJCAI | Reinforced Mnemonic Reader for Machine Reading Comprehension. | Minghao Hu, Yuxing Peng, Zhen Huang, Xipeng Qiu, Furu Wei, Ming Zhou |
| 2018 | IJCNN | DSDR: Dynamic Semantic Discard Reader for Open-Domain Question Answering. | Xu Wang, Zhen Huang, Yiming Zhang, Ludan Tan, Yang Liu |
| 2018 | IJCNN | Learning Environmental Sounds with Multi-scale Convolutional Neural Network. | Boqing Zhu, Changjian Wang, Feng Liu, Jin Lei, Zhen Huang, Yuxing Peng, Fei Li |
| 2018 | ICTAI | Multi-LCNN: A Hybrid Neural Network Based on Integrated Time-Frequency Characteristics for Acoustic Scene Classification. | Jin Lei, Changjian Wang, Boqing Zhu, Qin Lv, Zhen Huang, Yuxing Peng |
| 2017 | ICASSP | A transfer learning and progressive stacking approach to reducing deep model sizes with an application to speech enhancement. | Sicheng Wang, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee |
| 2017 | ICTAI | SDF-NN: A Deep Neural Network with Semantic Dropping and Fusion for Natural Language Inference. | Ludan Tan, Changjian Wang, Qin Lv, Yuxing Peng, Minghao Hu, Xiang Zhao, Zhen Huang |
| 2016 | ACSAC | LMP: light-weighted memory protection with hardware assistance. | Wei Huang, Zhen Huang, Dhaval Miyani, David Lie |
| 2016 | ISCAS | A method to quantify the dependence of spur heights on offset current in a CP-PLL. | Michael Peter Kennedy, Hongjia Mo, Zhen Huang, Joao Paulo Lana |
| 2016 | MMM | A Packet Scheduling Method for Multimedia QoS Provisioning. | Jinbang Chen, Zhen Huang, Martin Heusse, Guillaume Urvoy-Keller |
| 2016 | MMM | DFRS: A Large-Scale Distributed Fingerprint Recognition System Based on Redis. | Bing Li, Zhen Huang, Jinbang Chen, Yifan Yuan, Yuxing Peng |
| 2016 | VTC | Performance Analysis on Delay-Multiply Acquisition for Space-Borne GNSS Receivers. | Jiabo Wang, Xi Chen, Zhen Huang, Te Wei |
| 2016 | SP | Talos: Neutralizing Vulnerabilities with Security Workarounds for Rapid Response. | Zhen Huang, Mariana D'Angelo, Dhaval Miyani, David Lie |
| 2015 | COMPSAC | Carpet: Automating Collaborative Web-Based Process across Multiple Devices by Capture-and-Replay. | Yun Ma, Xuanzhe Liu, Zhen Huang, Hong Mei |
| 2015 | ICA3PP | Deadline-Oriented Task Scheduling for MapReduce Environments. | Minghao Hu, Changjian Wang, Pengfei You, Zhen Huang, Yuxing Peng |
| 2015 | ICA3PP | Parallel Data Regeneration Based on Multiple Trees with Network Coding in Distributed Storage System. | Pengfei You, Zhen Huang, Changjian Wang, Minghao Hu, Yuxing Peng |
| 2015 | ICA3PP | DFIS: A Scalable Distributed Fingerprint Identification System. | Yunxiang Zhao, Wanxin Zhang, Dongsheng Li, Zhen Huang |
| 2015 | Interspeech | Rapid adaptation for deep neural networks through multi-task learning. | Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Ji Wu, Chin-Hui Lee |
| 2015 | Interspeech | Maximum a posteriori adaptation of network parameters in deep models. | Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jinyu Li, Jiadong Wu, Chin-Hui Lee |
| 2015 | Interspeech | DNN-based speech bandwidth expansion and its application to adding high-frequency missing features for automatic speech recognition of narrowband speech. | Kehuang Li, Zhen Huang, Yong Xu, Chin-Hui Lee |
| 2015 | Interspeech | Multi-objective learning and mask-based post-processing for deep neural network based speech enhancement. | Yong Xu, Jun Du, Zhen Huang, Li-Rong Dai, Chin-Hui Lee |
| 2015 | WWW | Science Navigation Map: an Interactive Data Mining Tool for Literature Analysis. | Yu Liu, Zhen Huang, Yizhou Yan, Yufeng Chen |
| 2014 | DSN | Ocasta: Clustering Configuration Settings for Error Recovery. | Zhen Huang, David Lie |
| 2014 | ICA3PP | Repairing Multiple Data Losses by Parallel Max-min Trees Based on Regenerating Codes in Distributed Storage Systems. | Pengfei You, Yuxing Peng, Zhen Huang, Changjian Wang |
| 2014 | ICASSP | An i-vector based descriptor for alphabetical gesture recognition. | You-Chi Cheng, Ville Hautamki, Zhen Huang, Kehuang Li, Chin-Hui Lee |
| 2014 | ICASSP | Deep learning vector quantization for acoustic information retrieval. | Zhen Huang, Chao Weng, Kehuang Li, You-Chi Cheng, Chin-Hui Lee |
| 2014 | ICASSP | A maximal figure-of-merit learning approach to maximizing mean average precision with deep neural network based classifiers. | Kehuang Li, Zhen Huang, You-Chi Cheng, Chin-Hui Lee |
| 2014 | Interspeech | Feature space maximum a posteriori linear regression for adaptation of deep neural networks. | Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Chao Weng, Chin-Hui Lee |
| 2014 | Interspeech | Beyond cross-entropy: towards better frame-level objective functions for deep neural network training in automatic speech recognition. | Zhen Huang, Jinyu Li, Chao Weng, Chin-Hui Lee |
| 2014 | ICRA | RGMP-ROS: A real-time ROS architecture of hybrid RTOS and GPOS on multi-core processor. | Hongxing Wei, Zhen Huang, Qiang Yu, Miao Liu, Yong Guan, Jindong Tan |
| 2014 | WWW | An article level metric in the context of research community. | Yu Liu, Zhen Huang, Jing Fang, Yizhou Yan |
| 2013 | ICPADS | OPTAS: Optimal Data Placement in MapReduce. | Changjian Wang, Yongrui Qin, Zhen Huang, Yuxing Peng, Dongsheng Li, Huiba Li |
| 2013 | Interspeech | A blind segmentation approach to acoustic event detection based on i-vector. | Zhen Huang, You-Chi Cheng, Kehuang Li, Ville Hautamki, Chin-Hui Lee |
| 2012 | CCS | PScout: analyzing the Android permission specification. | Kathy Wain Yee Au, Yi Fan Zhou, Zhen Huang, David Lie |
| 2011 | CCS | Short paper: a look at smartphone permission models. | Kathy Wain Yee Au, Yi Fan Zhou, Zhen Huang, Phillipa Gill, David Lie |
| 2011 | PIMRC | Limitations of trust management schemes in VANET and countermeasures. | Zhen Huang, Sushmita Ruj, Marcos Antonio Cavenaghi, Amiya Nayak |
| 2011 | VTC | On Data-Centric Misbehavior Detection in VANETs. | Sushmita Ruj, Marcos Antonio Cavenaghi, Zhen Huang, Amiya Nayak, Ivan Stojmenovic |
| 2009 | VTC | Sensor Selection and Opportunistic Scheduling Strategy for Relay-aided Decentralized Estimation in Wireless Sensor Networks. | Zhen Huang, Zhigang Wen, Danpu Liu, Guangxin Yue |
| 2007 | ICRA | Singularity Analysis for a 5-DoF Fully-Symmetrical Parallel Manipulator 5-RRR(RR). | Si-Jun Zhu, Zhen Huang, Ming-Yang Zhao |
| 2007 | ISNN | Ultrasonic Sensor Based Fuzzy-Neural Control Algorithm of Obstacle Avoidance for Mobile Robot. | Hongbo Wang, Chaochao Chen, Zhen Huang |
| 2007 | ISNN | Kinematic Analysis, Obstacle Avoidance and Self-localization for a Mobile Robot. | Hongbo Wang, Xingbin Tian, Zhen Huang |
| 2007 | PIMRC | An Algorithm of Mobile Traffic Distribution Forecasting. | Juan-juan Sun, Zong-pan Huang, Zhen Huang |
| 2007 | PIMRC | A Method of Field Test Reliability Analysis based on Data Mining and Two-Stage Sampling. | Juan-juan Sun, Jian-wei Wu, Zhen Huang |
| 2007 | VTC | A Cross-Layer Fast Handover Scheme For Mobile WiMAX. | Ling Chen, Xuejun Cai, Rute C. Sofia, Zhen Huang |
| 2006 | IROS | A Novel Method for Jacobian Analysis of Lower-Mobility Parallel Mechanism. | Si-Jun Zhu, Zhen Huang |
| 2006 | ICRA | Analysis of the Workspace of 2-DOF Spherical 5R Parallel Manipulator. | Li-Jie Zhang, Yue-Wei Niu, Yong-Quan Li, Zhen Huang |
| 2005 | BIBE | Granular SVM-RFE Gene Selection Algorithm for Reliable Prostate Cancer Classification on Microarray Expression Data. | Yuchun Tang, Yan-Qing Zhang, Zhen Huang, Xiaohua Hu |
| 2005 | CIBCB | A Hybrid CI-Based Knowledge Discovery System on Microarray Gene Expression Data. | Yuchun Tang, Yuanchen He, Yan-Qing Zhang, Zhen Huang, Xiaohua Hu, Rajshekhar Sunderraman |
| 2003 | ICRA | Type synthesis of 4-DOF parallel manipulators. | Qinchuan Li, Zhen Huang |
| 2003 | ICRA | Mobility analysis of lower-mobility parallel manipulators based on screw theo. | Qinchuan Li, Zhen Huang |
| 2003 | ICRA | Type synthesis of 5-DOF parallel manipulators. | Qinchuan Li, Zhen Huang |
| 2003 | ICRA | Mobility analysis of a 3-5R parallel mechanism family. | Qinchuan Li, Zhen Huang |
| 2003 | ICRA | Singular loci analysis of 3/6-Stewart manipulator by singularity-equivalent mechanism. | Yanwen Li, Zhen Huang, Longhui Chen |