| 2026 | AAAI | Leveraging Image as Compressed Visual Prompt and Hierarchical Visual Knowledge for Effective Image Utilization in MLLMs. | Shezheng Song, Kangcheng Ding, Shan Zhao, Shasha Li, Xiaopeng Li, Chengyu Wang, Qian Wan, Bin Ji, Jie Yu |
| 2026 | AAAI | Zero-to-Hero: Empowering Video Appearance Transfer with Zero-Shot Initialization and Holistic Restoration. | Tongtong Su, Chengyu Wang, Haipeng Liao, Jun Huang, Dongming Lu |
| 2026 | ACL | Reasoning with OmniThought: A Large CoT Dataset with Verbosity and Cognitive Difficulty Annotations. | Wenrui Cai, Chengyu Wang, Junbing Yan, Jun Huang, Xiangzhong Fang |
| 2026 | ACL | MedCoach: Enhancing Medical Reasoning in LLMs via Knowledge Graph-Augmented Chain-of-Thought Distillation. | Chuan Li, Ye Lyu, Chengyu Wang, Mingyuan Fan, Cen Chen |
| 2026 | ACL | Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards. | Yuanjie Lyu, Chengyu Wang, Lei Shen, Jun Huang, Tong Xu |
| 2026 | ACL | AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use. | Yuanjie Lyu, Chengyu Wang, Haonan Zheng, Yuanhao Yue, Junbing Yan, Ming Wang, Jun Huang |
| 2026 | ACL | QueueEDIT: Structural Self-Correction for Sequential Model Editing in LLMs. | Taolin Zhang, Haidong Kang, Dongyang Li, Qizhou Chen, Xiaofeng He, Chengyu Wang, Richang Hong |
| 2026 | ACL | AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering. | Taolin Zhang, Dongyang Li, Chen Chen, Qizhou Chen, Jiuheng Wan, Xiaofeng He, Chengyu Wang, Richang Hong |
| 2026 | ACL | Taming "Zombie" Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution. | Taolin Zhang, Pukun Zhao, Qizhou Chen, Jiuheng Wan, Chen Chen, Xiaofeng He, Chengyu Wang, Richang Hong |
| 2025 | AAAI | Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit. | Qizhou Chen, Taolin Zhang, Chengyu Wang, Xiaofeng He, Dakan Wang, Tingting Liu |
| 2025 | ACL | BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering. | Taolin Zhang, Dongyang Li, Qizhou Chen, Chengyu Wang, Xiaofeng He |
| 2025 | ACL | DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models. | Chengyu Wang, Junbing Yan, Yuanhao Yue, Jun Huang |
| 2025 | COLING | Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud. | Yuanhao Yue, Chengyu Wang, Jun Huang, Peng Wang |
| 2025 | CSCWD | Regularized Incremental Federated Learning for Fraud Detection in Vehicle Insurances. | Chao Shan, Chengyu Wang, Jie Wang |
| 2025 | CVPR | Compressed Domain Multiframe Processing. | Chengyu Wang, Jing Li, Saurabh Kumar, Seok-Jun Lee, Hamid R. Sheikh |
| 2025 | CVPR | Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts. | Qizhou Chen, Chengyu Wang, Dakan Wang, Taolin Zhang, Wangyue Li, Xiaofeng He |
| 2025 | CVPR | CDVS: Compressed Domain On Device Memory Efficient 8K Video SlowMo. | Jing Li, Chengyu Wang, Hamid R. Sheikh, Seok-Jun Lee |
| 2025 | CVPR | DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding. | Wenhui Liao, Jiapeng Wang, Hongliang Li, Chengyu Wang, Jun Huang, Lianwen Jin |
| 2025 | CVPR | Encapsulated Composition of Text-to-Image and Text-to-Video Models for High-Quality Video Synthesis. | Tongtong Su, Chengyu Wang, Bingyan Liu, Jun Huang, Dongming Lu |
| 2025 | CVPR | Fingerprinting Denoising Diffusion Probabilistic Models. | Huan Teng, Yuhui Quan, Chengyu Wang, Jun Huang, Hui Ji |
| 2025 | EMNLP | Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series. | Wenrui Cai, Chengyu Wang, Junbing Yan, Jun Huang, Xiangzhong Fang |
| 2025 | EMNLP | EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models. | Chengyu Wang, Junbing Yan, Wenrui Cai, Yuanhao Yue, Jun Huang |
| 2025 | EMNLP | Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment. | Wenrui Cai, Chengyu Wang, Junbing Yan, Jun Huang, Xiangzhong Fang |
| 2025 | ICLR | Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective. | Xiangru Zhu, Penglei Sun, Yaoxian Song, Yanghua Xiao, Zhixu Li, Chengyu Wang, Jun Huang, Bei Yang, Xiaoxiao Xu |
| 2025 | IJCAI | FastBlend: Enhancing Video Stylization Consistency via Model-Free Patch Blending. | Zhongjie Duan, Chengyu Wang, Cen Chen, Weining Qian, Jun Huang, Mingyi Jin |
| 2025 | IJCAI | AdaptEdit: An Adaptive Correspondence Guidance Framework for Reference-Based Video Editing. | Tongtong Su, Chengyu Wang, Bingyan Liu, Jun Huang, Dongming Lu |
| 2025 | IJCAI | Hallucination-Aware Prompt Optimization for Text-to-Video Synthesis. | Jiapeng Wang, Chengyu Wang, Jun Huang, Lianwen Jin |
| 2025 | WCNC | Dynamic Acceleration-Aware Risk Potential Field Car-Following Model for Heterogeneous Individuals. | Yuchen Liu, Chengyu Wang, Zhengrui Shi, Luhan Wang, Yawen Chen, Sirui Li, Xiangming Wen |
| 2025 | SecureComm | BFDet: A Method for Detecting Malicious Traffic with Ultra-low False Positive Rate Based on TLS Behavior Flow. | Zhongyu Guo, Bin Lu, Rongbo Sun, Wei Wu, Ding Li, Xiangnan Lin, Chengyu Wang |
| 2024 | AAAI | A Dual-Way Enhanced Framework from Text Matching Point of View for Multimodal Entity Linking. | Shezheng Song, Shan Zhao, Chengyu Wang, Tianwei Yan, Shasha Li, Xiaoguang Mao, Meng Wang |
| 2024 | ACL | PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud. | Chengyu Wang, Zhongjie Duan, Bingyan Liu, Xinyi Zou, Cen Chen, Kui Jia, Jun Huang |
| 2024 | ACL | On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models. | Dongyang Li, Junbing Yan, Taolin Zhang, Chengyu Wang, Xiaofeng He, Longtao Huang, Hui Xue, Jun Huang |
| 2024 | ACL | DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation. | Jiapeng Wang, Chengyu Wang, Tingfeng Cao, Jun Huang, Lianwen Jin |
| 2024 | ACL | DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models. | Taolin Zhang, Qizhou Chen, Dongyang Li, Chengyu Wang, Xiaofeng He, Longtao Huang, Hui Xue', Jun Huang |
| 2024 | COLING | TaiChi: Improving the Robustness of NLP Models by Seeking Common Ground While Reserving Differences. | Huimin Chen, Chengyu Wang, Yanhao Wang, Cen Chen, Yinggui Wang |
| 2024 | COLING | UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding. | Dongyang Li, Taolin Zhang, Jiali Deng, Longtao Huang, Chengyu Wang, Xiaofeng He, Hui Xue |
| 2024 | COLING | KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning. | Dongyang Li, Taolin Zhang, Longtao Huang, Chengyu Wang, Xiaofeng He, Hui Xue |
| 2024 | COLING | TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models. | Junbing Yan, Chengyu Wang, Taolin Zhang, Xiaofeng He, Jun Huang, Wei Zhang, Longtao Huang, Hui Xue |
| 2024 | CVPR | Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing. | Bingyan Liu, Chengyu Wang, Tingfeng Cao, Kui Jia, Jun Huang |
| 2024 | CVPR | UDAC: Under-Display Array Cameras. | Chengyu Wang, Jing Li, Pavan C. Madhusudanarao, Jinhan Hu, Jitesh K. Singh, WooJhon Choi, Seok-Jun Lee, Hamid R. Sheikh |
| 2024 | CVPR | CoDISP: Exploring Compressed Domain Camera ISP with RGB-guided Encoder. | Molin Zhang, Soumendu Majee, Chengyu Wang, Seok-Jun Lee, Hamid R. Sheikh |
| 2024 | ECAI | R | Taolin Zhang, Dongyang Li, Qizhou Chen, Chengyu Wang, Longtao Huang, Hui Xue, Xiaofeng He, Jun Huang |
| 2024 | EMNLP | Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning. | Qizhou Chen, Taolin Zhang, Xiaofeng He, Dongyang Li, Chengyu Wang, Longtao Huang, Hui Xue' |
| 2024 | EMNLP | VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models. | Jiapeng Wang, Chengyu Wang, Kunzhe Huang, Jun Huang, Lianwen Jin |
| 2024 | EMNLP | Distilling Instruction-following Abilities of Large Language Models with Task-aware Curriculum Planning. | Yuanhao Yue, Chengyu Wang, Jun Huang, Peng Wang |
| 2024 | IJCAI | Diffutoon: High-Resolution Editable Toon Shading via Diffusion Models. | Zhongjie Duan, Chengyu Wang, Cen Chen, Weining Qian, Jun Huang |
| 2024 | NAACL | Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning. | Jianing Wang, Chengyu Wang, Chuanqi Tan, Jun Huang, Ming Gao |
| 2024 | WCNC | Joint Optimization of Transit Signal Priority and Safety-Critical Longitudinal Control of Connected Autonomous Vehicles. | Sirui Li, Chengyu Wang, Luhan Wang, Zhaoming Lu, Wenpeng Jing, Xiangming Wen |
| 2024 | WWW | Synslator: An Interactive Machine Translation Tool with Online Learning. | Jiayi Wang, Ke Wang, Fengming Zhou, Chengyu Wang, Zhiyong Fu, Zeyu Feng, Yu Zhao, Yuqi Zhang |
| 2024 | WSDM | Guardian: Guarding against Gradient Leakage with Provable Defense for Federated Learning. | Mingyuan Fan, Yang Liu, Cen Chen, Chengyu Wang, Minghui Qiu, Wenmeng Zhou |
| 2024 | WSDM | Making Small Language Models Better Multi-task Learners with Mixture-of-Task-Adapters. | Yukang Xie, Chengyu Wang, Junbing Yan, Jiyong Zhou, Feiqi Deng, Jun Huang |
| 2024 | SDM | DualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token Fusion. | Zhenzhen Chu, Jiayu Chen, Cen Chen, Chengyu Wang, Ziheng Wu, Jun Huang, Weining Qian |
| 2023 | AAAI | Uncertainty-Aware Self-Training for Low-Resource Neural Sequence Labeling. | Jianing Wang, Chengyu Wang, Jun Huang, Ming Gao, Aoying Zhou |
| 2023 | AAAI | MCL: Multi-Granularity Contrastive Learning Framework for Chinese NER. | Shan Zhao, Chengyu Wang, Minghao Hu, Tianwei Yan, Meng Wang |
| 2023 | ACL | A Customized Text Sanitization Mechanism with Differential Privacy. | Sai Chen, Fengran Mo, Yanhao Wang, Cen Chen, Jian-Yun Nie, Chengyu Wang, Jamie Cui |
| 2023 | ACL | Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed. | Bingyan Liu, Weifeng Lin, Zhongjie Duan, Chengyu Wang, Ziheng Wu, Zhang Zipeng, Kui Jia, Lianwen Jin, Cen Chen, Jun Huang |
| 2023 | ACL | XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding. | Moming Tang, Chengyu Wang, Jianing Wang, Chuanqi Tan, Songfang Huang, Cen Chen, Weining Qian |
| 2023 | ACL | FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph. | Xiaodan Wang, Chengyu Wang, Lei Li, Zhixu Li, Ben Chen, Linbo Jin, Jun Huang, Yanghua Xiao, Ming Gao |
| 2023 | ACL | CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval. | Jiapeng Wang, Chengyu Wang, Xiaodan Wang, Jun Huang, Lianwen Jin |
| 2023 | ACL | Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning. | Zhenru Zhang, Chuanqi Tan, Haiyang Xu, Chengyu Wang, Jun Huang, Songfang Huang |
| 2023 | CIKM | Learning Invariant Representations for New Product Sales Forecasting via Multi-Granularity Adversarial Learning. | Zhenzhen Chu, Chengyu Wang, Cen Chen, Dawei Cheng, Yuqi Liang, Weining Qian |
| 2023 | CIKM | Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models. | Zhongjie Duan, Chengyu Wang, Cen Chen, Jun Huang, Weining Qian |
| 2023 | CIKM | Learning What to Ask: Mining Product Attributes for E-commerce Sales from Massive Dialogue Corpora. | Yan Fan, Chengyu Wang, Fan Feng, Hengbin Cui, Yuchuan Wu, Yongbin Li |
| 2023 | CIKM | HugNLP: A Unified and Comprehensive Library for Natural Language Processing. | Jianing Wang, Nuo Chen, Qiushi Sun, Wenkang Huang, Chengyu Wang, Ming Gao |
| 2023 | ECAI | On the Robustness of Split Learning Against Adversarial Attacks. | Mingyuan Fan, Cen Chen, Chengyu Wang, Wenmeng Zhou, Jun Huang |
| 2023 | EMNLP | BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis. | Tingfeng Cao, Chengyu Wang, Bingyan Liu, Ziheng Wu, Jinhui Zhu, Jun Huang |
| 2023 | EMNLP | Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension. | Tingfeng Cao, Chengyu Wang, Chuanqi Tan, Jun Huang, Jinhui Zhu |
| 2023 | EMNLP | Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding. | Jianing Wang, Qiushi Sun, Nuo Chen, Chengyu Wang, Jun Huang, Ming Gao, Xiang Li |
| 2023 | EMNLP | From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models. | Junbing Yan, Chengyu Wang, Taolin Zhang, Xiaofeng He, Jun Huang, Wei Zhang |
| 2023 | EMNLP | Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding. | Taolin Zhang, Ruyao Xu, Chengyu Wang, Zhongjie Duan, Cen Chen, Minghui Qiu, Dawei Cheng, Xiaofeng He, Weining Qian |
| 2023 | ICASSP | Boosting Prompt-Based Few-Shot Learners Through Out-of-Domain Knowledge Distillation. | Xiaoqing Chen, Chengyu Wang, Junwei Dong, Minghui Qiu, Liang Feng, Jun Huang |
| 2023 | ICASSP | Prompt-Distiller: Few-Shot Knowledge Distillation for Prompt-Based Language Learners with Dual Contrastive Learning. | Boyu Hou, Chengyu Wang, Xiaoqing Chen, Minghui Qiu, Liang Feng, Jun Huang |
| 2023 | KSEM | ParaSum: Contrastive Paraphrasing for Low-Resource Extractive Text Summarization. | Moming Tang, Chengyu Wang, Jianing Wang, Cen Chen, Ming Gao, Weining Qian |
| 2023 | WWW | Match4Match: Enhancing Text-Video Retrieval by Maximum Flow with Minimum Cost. | Zhongjie Duan, Chengyu Wang, Cen Chen, Wenmeng Zhou, Jun Huang, Weining Qian |
| 2023 | WSDM | AGREE: Aligning Cross-Modal Entities for Image-Text Retrieval Upon Vision-Language Pre-trained Models. | Xiaodan Wang, Lei Li, Zhixu Li, Xuwu Wang, Xiangru Zhu, Chengyu Wang, Jun Huang, Yanghua Xiao |
| 2023 | WSDM | Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning. | Ziyun Xu, Chengyu Wang, Minghui Qiu, Fuli Luo, Runxin Xu, Songfang Huang, Jun Huang |
| 2022 | AAAI | From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression. | Runxin Xu, Fuli Luo, Chengyu Wang, Baobao Chang, Jun Huang, Songfang Huang, Fei Huang |
| 2022 | AAAI | DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding. | Taolin Zhang, Chengyu Wang, Nan Hu, Minghui Qiu, Chengguang Tang, Xiaofeng He, Jun Huang |
| 2022 | ACL | HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction. | Dongyang Li, Taolin Zhang, Nan Hu, Chengyu Wang, Xiaofeng He |
| 2022 | CIKM | Building Natural Language Processing Applications with EasyNLP. | Chengyu Wang, Minghui Qiu, Jun Huang |
| 2022 | EMNLP | ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge. | Tingting Liu, Chengyu Wang, Xiangru Zhu, Lei Li, Minghui Qiu, Jun Huang, Ming Gao, Yanghua Xiao |
| 2022 | EMNLP | Towards Unified Prompt Tuning for Few-shot Text Classification. | Jianing Wang, Chengyu Wang, Fuli Luo, Chuanqi Tan, Minghui Qiu, Fei Yang, Qiuhui Shi, Songfang Huang, Ming Gao |
| 2022 | EMNLP | KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering. | Jianing Wang, Chengyu Wang, Minghui Qiu, Qiuhui Shi, Hongbin Wang, Jun Huang, Ming Gao |
| 2022 | EMNLP | SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition. | Jianing Wang, Chengyu Wang, Chuanqi Tan, Minghui Qiu, Songfang Huang, Jun Huang, Ming Gao |
| 2022 | EMNLP | EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing. | Chengyu Wang, Minghui Qiu, Taolin Zhang, Tingting Liu, Lei Li, Jianing Wang, Ming Wang, Jun Huang, Wei Lin |
| 2022 | EMNLP | Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training. | Taolin Zhang, Junwei Dong, Jianing Wang, Chengyu Wang, Ang Wang, Yinghui Liu, Jun Huang, Yong Li, Xiaofeng He |
| 2022 | ICASSP | Quantized Winograd Acceleration for CONV1D Equipped ASR Models on Mobile Devices. | Yiwu Yao, Chengyu Wang, Jun Huang |
| 2022 | SIGIR | Understanding Long Programming Languages with Structure-Aware Sparse Attention. | Tingting Liu, Chengyu Wang, Cen Chen, Ming Gao, Aoying Zhou |
| 2022 | WISE | Enhancing Seq2seq Math Word Problem Solver with Entity Information and Math Knowledge. | Lei Li, Dongxiang Zhang, Chengyu Wang, Cheqing Jin, Ming Gao, Aoying Zhou |
| 2022 | WSDM | Building Multi-turn Query Interpreters for E-commercial Chatbots with Sparse-to-dense Attentive Modeling. | Yan Fan, Chengyu Wang, Peng He, Yunhua Hu |
| 2021 | AAAI | EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition. | Chengyu Wang, Mengli Cheng, Xu Hu, Jun Huang |
| 2021 | AAAI | KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification. | Chengyu Wang, Minghui Qiu, Jun Huang, Xiaofeng He |
| 2021 | ACL | Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains. | Haojie Pan, Chengyu Wang, Minghui Qiu, Yichang Zhang, Yaliang Li, Jun Huang |
| 2021 | ACL | SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining. | Taolin Zhang, Zerui Cai, Chengyu Wang, Minghui Qiu, Bite Yang, Xiaofeng He |
| 2021 | ACL | Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources. | Taolin Zhang, Chengyu Wang, Minghui Qiu, Bite Yang, Zerui Cai, Xiaofeng He, Jun Huang |
| 2021 | APWEB | EMBERT: A Pre-trained Language Model for Chinese Medical Text Mining. | Zerui Cai, Taolin Zhang, Chengyu Wang, Xiaofeng He |
| 2021 | CIKM | Learning to Expand: Reinforced Response Expansion for Information-seeking Conversations. | Haojie Pan, Cen Chen, Chengyu Wang, Minghui Qiu, Liu Yang, Feng Ji, Jun Huang |
| 2021 | CIKM | EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications. | Minghui Qiu, Peng Li, Chengyu Wang, Haojie Pan, Ang Wang, Cen Chen, Xianyan Jia, Yaliang Li, Jun Huang, Deng Cai, Wei Lin |
| 2021 | CIKM | HORNET: Enriching Pre-trained Language Representations with Heterogeneous Knowledge Sources. | Taolin Zhang, Zerui Cai, Chengyu Wang, Peng Li, Yang Li, Minghui Qiu, Chengguang Tang, Xiaofeng He, Jun Huang |
| 2021 | DASFAA | CAT-BERT: A Context-Aware Transferable BERT Model for Multi-turn Machine Reading Comprehension. | Cen Chen, Xinjing Huang, Feng Ji, Chengyu Wang, Minghui Qiu, Jun Huang, Yin Zhang |
| 2021 | EMNLP | Meta Distant Transfer Learning for Pre-trained Language Models. | Chengyu Wang, Haojie Pan, Minghui Qiu, Jun Huang, Fei Yang, Yin Zhang |
| 2021 | EMNLP | TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification. | Chengyu Wang, Jianing Wang, Minghui Qiu, Jun Huang, Ming Gao |
| 2021 | EMNLP | UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings. | Zhi Li, Yuchen Zhai, Chengyu Wang, Minghui Qiu, Kailiang Li, Yin Zhang |
| 2021 | ICA3PP | TSAEns: Ensemble Learning for KPI Anomaly Detection. | Chengyu Wang, Tao Yang, Jinhua Cui, Yu Li, Tongqing Zhou, Zhiping Cai |
| 2021 | Interspeech | Weakly Supervised Construction of ASR Systems from Massive Video Data. | Mengli Cheng, Chengyu Wang, Jun Huang, Xiaobo Wang |
| 2021 | KDD | MeLL: Large-scale Extensible User Intent Classification for Dialogue Systems with Meta Lifelong Learning. | Chengyu Wang, Haojie Pan, Yuan Liu, Kehan Chen, Minghui Qiu, Wei Zhou, Jun Huang, Haiqing Chen, Wei Lin, Deng Cai |
| 2021 | WWW | Cross-domain Knowledge Distillation for Retrieval-based Question Answering Systems. | Cen Chen, Chengyu Wang, Minghui Qiu, Dehong Gao, Linbo Jin, Wang Li |
| 2020 | ACL | BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection. | Chengyu Wang, Xiaofeng He |
| 2020 | APWEB | Debiasing Learning to Rank Models with Generative Adversarial Networks. | Hui Cai, Chengyu Wang, Xiaofeng He |
| 2020 | EMNLP | Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining. | Chengyu Wang, Minghui Qiu, Jun Huang, Xiaofeng He |
| 2019 | AAAI | Improving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning. | Chengyu Wang, Xiaofeng He, Aoying Zhou |
| 2019 | ACL | SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings. | Chengyu Wang, Xiaofeng He, Aoying Zhou |
| 2019 | CVPR | Video Generation From Single Semantic Label Map. | Junting Pan, Chengyu Wang, Xu Jia, Jing Shao, Lu Sheng, Junjie Yan, Xiaogang Wang |
| 2019 | WWW | A Family of Fuzzy Orthogonal Projection Models for Monolingual and Cross-lingual Hypernymy Prediction. | Chengyu Wang, Yan Fan, Xiaofeng He, Aoying Zhou |
| 2019 | SDM | SPMM: A Soft Piecewise Mapping Model for Bilingual Lexicon Induction. | Yan Fan, Chengyu Wang, Boxing Chen, Zhongkai Hu, Xiaofeng He |
| 2018 | APWEB | Improving Clinical Named Entity Recognition with Global Neural Attention. | Guohai Xu, Chengyu Wang, Xiaofeng He |
| 2018 | COLING | Exploratory Neural Relation Classification for Domain Knowledge Acquisition. | Yan Fan, Chengyu Wang, Xiaofeng He |
| 2017 | ACL | Transductive Non-linear Learning for Chinese Hypernym Prediction. | Chengyu Wang, Junchi Yan, Aoying Zhou, Xiaofeng He |
| 2017 | DASFAA | DKGBuilder: An Architecture for Building a Domain Knowledge Graph from Scratch. | Yan Fan, Chengyu Wang, Guomin Zhou, Xiaofeng He |
| 2017 | EMNLP | Learning Fine-grained Relations from Chinese User Generated Categories. | Chengyu Wang, Yan Fan, Xiaofeng He, Aoying Zhou |
| 2017 | EMNLP | A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances. | Chengyu Wang, Xiaofeng He, Aoying Zhou |
| 2016 | APWEB | NERank: Bringing Order to Named Entities from Texts. | Chengyu Wang, Rong Zhang, Xiaofeng He, Guomin Zhou, Aoying Zhou |
| 2016 | CIKM | Error Link Detection and Correction in Wikipedia. | Chengyu Wang, Rong Zhang, Xiaofeng He, Aoying Zhou |
| 2016 | COLING | Chinese Hypernym-Hyponym Extraction from User Generated Categories. | Chengyu Wang, Xiaofeng He |
| 2016 | WWW | NERank: Ranking Named Entities in Document Collections. | Chengyu Wang, Rong Zhang, Xiaofeng He, Aoying Zhou |
| 2016 | WISE | Event Phase Extraction and Summarization. | Chengyu Wang, Rong Zhang, Xiaofeng He, Guomin Zhou, Aoying Zhou |
| 2015 | APWEB | User Generated Content Oriented Chinese Taxonomy Construction. | Jinyang Li, Chengyu Wang, Xiaofeng He, Rong Zhang, Ming Gao |
| 2015 | APWEB | Cross-Lingual Entity Query from Large-Scale Knowledge Graphs. | Yonghao Su, Chi Zhang, Jinyang Li, Chengyu Wang, Weining Qian, Aoying Zhou |
| 2015 | ICDE | Challenges in Chinese knowledge graph construction. | Chengyu Wang, Ming Gao, Xiaofeng He, Rong Zhang |
| 2015 | ICDE | On the rise and fall of Sina Weibo: Analysis based on a fixed user group. | Fan Xia, Qunyan Zhang, Chengyu Wang, Weining Qian, Aoying Zhou |
| 2014 | DASFAA | TaxiHailer: A Situation-Specific Taxi Pick-Up Points Recommendation System. | Leyi Song, Chengyu Wang, Xiaoyi Duan, Bing Xiao, Xiao Liu, Rong Zhang, Xiaofeng He, Xueqing Gong |
| 2013 | WISE | Predicting Users' Age Range in Micro-blog Network. | Chengyu Wang, Bing Xiao, Xiang Li, Jiawen Zhu, Xiaofeng He, Rong Zhang |