Multi-Task Learning in Square Integrable Space. - Wei Wu 014; Hang Li 001; Yunhua Hu; Rong Jin 001 (AAAI, 2011)

A kernel approach to addressing term mismatch. - Jun Xu 001; Wei Wu 014; Hang Li 001; Gu Xu (WWW (Companion Volume), 2011)

Learning a Robust Relevance Model for Search Using Kernel Methods. - Wei Wu 014; Jun Xu 001; Hang Li 001; Satoshi Oyama (J. Mach. Learn. Res., 2011)

A Kernel Approach to Multi-Task Learning with Task-Specific Kernels. - Wei Wu 014; Hang Li 001; Yunhua Hu; Rong Jin 001 (J. Comput. Sci. Technol., 2012)

Learning query and document similarities from click-through bipartite graph with metadata. - Wei Wu 014; Hang Li 001; Jun Xu 001 (WSDM, 2013)

Learning bilinear model for matching queries and documents. - Wei Wu 014; Zhengdong Lu; Hang Li 001 (J. Mach. Learn. Res., 2013)

Question Retrieval with High Quality Answers in Community Question Answering. - Kai Zhang 038; Wei Wu 014; Haocheng Wu; Zhoujun Li 001; Ming Zhou 001 (CIKM, 2014)

Improving search relevance for short queries in community question answering. - Haocheng Wu; Wei Wu 014; Ming Zhou 001; Enhong Chen; Lei Duan; Heung-Yeung Shum (WSDM, 2014)

Mining Query Subtopics from Questions in Community Question Answering. - Yu Wu 012; Wei Wu 014; Zhoujun Li 001; Ming Zhou 001 (AAAI, 2015)

A new approach to geocoding: BingGC. - Pavel Berkhin; Michael R. Evans; Florin Teodorescu; Wei Wu 014; Dragomir Yankov (SIGSPATIAL/GIS, 2015)

Improving Recommendation of Tail Tags for Questions in Community Question Answering. - Yu Wu 012; Wei Wu 014; Zhoujun Li 001; Ming Zhou 001 (AAAI, 2016)

Detecting Context Dependent Messages in a Conversational Environment. - Chaozhuo Li; Yu Wu 012; Wei Wu 014; Chen Xing; Zhoujun Li 001; Ming Zhou 001 (COLING, 2016)

Learning Distributed Representations of Data in Community Question Answering for Question Retrieval. - Kai Zhang 038; Wei Wu 014; Fang Wang 019; Ming Zhou 001; Zhoujun Li 001 (WSDM, 2016)

Topic Augmented Neural Network for Short Text Conversation. - Yu Wu 012; Wei Wu 014; Zhoujun Li 001; Ming Zhou 001 (CoRR, 2016)

Knowledge Enhanced Hybrid Neural Network for Text Matching. - Yu Wu 012; Wei Wu 014; Zhoujun Li 001; Ming Zhou 001 (CoRR, 2016)

Sequential Match Network: A New Architecture for Multi-turn Response Selection in Retrieval-based Chatbots. - Yu Wu 012; Wei Wu 014; Ming Zhou 001; Zhoujun Li 001 (CoRR, 2016)

Topic Augmented Neural Response Generation with a Joint Attention Mechanism. - Chen Xing; Wei Wu 014; Yu Wu 012; Jie Liu 007; Yalou Huang; Ming Zhou 001; Wei-Ying Ma (CoRR, 2016)

Topic Aware Neural Response Generation. - Chen Xing; Wei Wu 014; Yu Wu 012; Jie Liu 007; Yalou Huang; Ming Zhou 001; Wei-Ying Ma (AAAI, 2017)

Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based Chatbots. - Yu Wu 012; Wei Wu 014; Chen Xing; Ming Zhou 001; Zhoujun Li 001 (ACL (1), 2017)

An Unsupervised Approach for Low-Quality Answer Detection in Community Question-Answering. - Haocheng Wu; Zuohui Tian; Wei Wu 014; Enhong Chen (DASFAA (2), 2017)

LiveMaps: Learning Geo-Intent from Images of Maps on a Large Scale. - Michael R. Evans; Ahmad Mahmoody; Dragomir Yankov; Florin Teodorescu; Wei Wu 014; Pavel Berkhin (SIGSPATIAL/GIS, 2017)

Beihang at the NTCIR-13 STC-2 Task. - Dejian Yang; Yu Wu 012; Zhoujun Li 001; Wei Wu 014; Can Xu (NTCIR, 2017)

Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering. - Wenzheng Feng; Yu Wu 012; Wei Wu 014; Zhoujun Li 001; Ming Zhou 001 (SemEval@ACL, 2017)

LiveMaps: Converting Map Images into Interactive Maps. - Michael R. Evans; Dragomir Yankov; Pavel Berkhin; Pavel Yudin; Florin Teodorescu; Wei Wu 014 (SIGIR, 2017)

Hierarchical Recurrent Attention Network for Response Generation. - Chen Xing; Wei Wu 014; Yu Wu 012; Ming Zhou 001; Yalou Huang; Wei-Ying Ma (CoRR, 2017)

Neural Response Generation with Dynamic Vocabularies. - Yu Wu 012; Wei Wu 014; Dejian Yang; Can Xu; Zhoujun Li 001; Ming Zhou 001 (CoRR, 2017)

Named entity disambiguation for questions in community question answering. - Fang Wang 019; Wei Wu 014; Zhoujun Li 001; Ming Zhou 001 (Knowl. Based Syst., 2017)

Knowledge Enhanced Hybrid Neural Network for Text Matching. - Yu Wu 012; Wei Wu 014; Can Xu; Zhoujun Li 001 (AAAI, 2018)

Neural Response Generation With Dynamic Vocabularies. - Yu Wu 012; Wei Wu 014; Dejian Yang; Can Xu; Zhoujun Li 001 (AAAI, 2018)

Hierarchical Recurrent Attention Network for Response Generation. - Chen Xing; Yu Wu 012; Wei Wu 014; Yalou Huang; Ming Zhou 001 (AAAI, 2018)

Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots. - Yu Wu 012; Wei Wu 014; Zhoujun Li 001; Ming Zhou 001 (ACL (2), 2018)

Playing 20 Question Game with Policy-Based Reinforcement Learning. - Huang Hu; Xianchao Wu; Bingfeng Luo; Chongyang Tao; Can Xu; Wei Wu 014; Zhan Chen (EMNLP, 2018)

Get The Point of My Utterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism. - Chongyang Tao; Shen Gao; Mingyue Shang; Wei Wu 014; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2018)

Towards Explainable and Controllable Open Domain Dialogue Generation with Dialogue Acts. - Can Xu; Wei Wu 014; Yu Wu 012 (CoRR, 2018)

Improving Matching Models with Contextualized Word Representations for Multi-turn Response Selection in Retrieval-based Chatbots. - Chongyang Tao; Wei Wu 014; Can Xu; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2018)

Response selection with topic clues for retrieval-based chatbots. - Yu Wu 012; Zhoujun Li 001; Wei Wu 014; Ming Zhou 001 (Neurocomputing, 2018)

Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems. - Jiazhan Feng; Chongyang Tao; Wei Wu 014; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (ACL (1), 2019)

One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues. - Chongyang Tao; Wei Wu 014; Can Xu; Wenpeng Hu; Dongyan Zhao 001; Rui Yan 001 (ACL (1), 2019)

Neural Response Generation with Meta-words. - Can Xu; Wei Wu 014; Chongyang Tao; Huang Hu; Matt Schuerman; Ying Wang (ACL (1), 2019)

Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems. - Jia Li 012; Chongyang Tao; Wei Wu 014; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (EMNLP/IJCNLP (1), 2019)

Low-Resource Response Generation with Template Prior. - Ze Yang 001; Wei Wu 014; Jian Yang 030; Can Xu; Zhoujun Li 001 (EMNLP/IJCNLP (1), 2019)

Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation. - Ze Yang 001; Can Xu; Wei Wu 014; Zhoujun Li 001 (EMNLP/IJCNLP (1), 2019)

Scaling Address Parsing Sequence Models through Active Learning. - Helen Craig; Dragomir Yankov; Renzhong Wang; Pavel Berkhin; Wei Wu 014 (SIGSPATIAL/GIS, 2019)

Routines - A System for Inference, Analysis and Prediction of Users Daily Location Visits: Industrial Paper. - Michael R. Evans; Renzhong Wang; Dragomir Yankov; Senthil Palanisamy; Siddhartha Arora; Wei Wu 014 (SIGSPATIAL/GIS, 2019)

A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. - Xueliang Zhao; Chongyang Tao; Wei Wu 014; Can Xu; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2019)

Evaluating and Enhancing the Robustness of Retrieval-Based Dialogue Systems with Adversarial Examples. - Jia Li 012; Chongyang Tao; Nanyun Peng 001; Wei Wu 014; Dongyan Zhao 001; Rui Yan 001 (NLPCC (1), 2019)

Predicting user routines with masked dilated convolutions. - Renzhong Wang; Dragomir Yankov; Michael R. Evans; Senthil Palanisamy; Siddhartha Arora; Wei Wu 014 (RecSys, 2019)

Multi-Representation Fusion Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. - Chongyang Tao; Wei Wu 014; Can Xu; Wenpeng Hu; Dongyan Zhao 001; Rui Yan 001 (WSDM, 2019)

Deep Chit-Chat: Deep Learning for Chatbots. - Wei Wu 014; Rui Yan 001 (WWW (Companion Volume), 2019)

A Sequential Matching Framework for Multi-Turn Response Selection in Retrieval-Based Chatbots. - Yu Wu 012; Wei Wu 014; Chen Xing; Can Xu; Zhoujun Li 001; Ming Zhou 001 (Comput. Linguistics, 2019)

StyleDGPT: Stylized Response Generation with Pre-trained Language Models. - Ze Yang 001; Wei Wu 014; Can Xu; Xinnian Liang; Jiaqi Bai; Liran Wang; Wei Wang 301; Zhoujun Li 001 (EMNLP (Findings), 2020)

Knowledge-Grounded Dialogue Generation with Pre-trained Language Models. - Xueliang Zhao; Wei Wu 014; Can Xu; Chongyang Tao; Dongyan Zhao 001; Rui Yan 001 (EMNLP (1), 2020)

Low-Resource Knowledge-Grounded Dialogue Generation. - Xueliang Zhao; Wei Wu 014; Chongyang Tao; Can Xu; Dongyan Zhao 001; Rui Yan 001 (ICLR, 2020)

7.2 A 12nm Programmable Convolution-Efficient Neural-Processing-Unit Chip Achieving 825TOPS. - Yang Jiao; Liang Han; Rong Jin 001; Yi-Jung Su; Chiente Ho; Li Yin; Yun Li; Long Chen; Zhen Chen; Lu Liu; Zhuyu He; Yu Yan; et al. (ISSCC, 2020)

What is that Building?: An End-to-end System for Building Recognition from Streetside Images. - Chiqun Zhang; Dragomir Yankov; Chun-Ting Wu; Simon Shapiro; Jason Hong; Wei Wu 014 (KDD, 2020)

Zero-Resource Knowledge-Grounded Dialogue Generation. - Linxiao Li; Can Xu; Wei Wu 014; Yufan Zhao; Xueliang Zhao; Chongyang Tao (NeurIPS, 2020)

Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection. - Chongyang Tao; Wei Wu 014; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (SIGIR, 2020)

Towards information-rich, logical text generation with knowledge-enhanced neural models. - Hao Wang 182; Bin Guo 001; Wei Wu 014; Zhiwen Yu 001 (CoRR, 2020)

Open Domain Dialogue Generation with Latent Images. - Ze Yang 001; Wei Wu 014; Huang Hu; Can Xu; Zhoujun Li 001 (CoRR, 2020)

Empowering Conversational AI is a Trip to Mars: Progress and Future of Open Domain Human-Computer Dialogues. - Rui Yan 001; Wei Wu 014 (AAAI, 2021)

Open Domain Dialogue Generation with Latent Images. - Ze Yang 001; Wei Wu 014; Huang Hu; Can Xu; Wei Wang 301; Zhoujun Li 001 (AAAI, 2021)

Slot Transferability for Cross-domain Slot Filling. - Hengtong Lu; Zhuoxin Han; Caixia Yuan; Xiaojie Wang 006; Shuyu Lei; Huixing Jiang; Wei Wu 014 (ACL/IJCNLP (Findings), 2021)

Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval. - Hongyin Tang; Xingwu Sun; Beihong Jin; Jingang Wang; Fuzheng Zhang; Wei Wu 014 (ACL/IJCNLP (1), 2021)

Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder. - Xiangyu Xi; Wei Ye 004; Shikun Zhang; Quanxiu Wang; Huixing Jiang; Wei Wu 014 (ACL/IJCNLP (1), 2021)

ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer. - Yuanmeng Yan; Rumei Li; Sirui Wang; Fuzheng Zhang; Wei Wu 014; Weiran Xu (ACL/IJCNLP (1), 2021)

DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network. - Junkang Wu; Wentao Shi 002; Xuezhi Cao; Jiawei Chen 007; Wenqiang Lei; Fuzheng Zhang; Wei Wu 014; Xiangnan He 001 (CIKM, 2021)

Task-Oriented Clustering for Dialogues. - Chenxu Lv; Hengtong Lu; Shuyu Lei; Huixing Jiang; Wei Wu 014; Caixia Yuan; Xiaojie Wang 006 (EMNLP (Findings), 2021)

Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models. - Yuanmeng Yan; Rumei Li; Sirui Wang; Hongzhi Zhang; Daoguang Zan; Fuzheng Zhang; Wei Wu 014; Weiran Xu (EMNLP (1), 2021)

Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models. - Kun Zhou 002; Wayne Xin Zhao; Sirui Wang; Fuzheng Zhang; Wei Wu 014; Ji-Rong Wen (EMNLP (1), 2021)

Improving Event Detection by Exploiting Label Hierarchy. - Xiangyu Xi; Wei Ye 004; Tong Zhang 001; Quanxiu Wang; Shikun Zhang; Huixing Jiang; Wei Wu 014 (ICASSP, 2021)

Dance Revolution: Long-Term Dance Generation with Music via Curriculum Learning. - Ruozi Huang; Huang Hu; Wei Wu 014; Kei Sawada; Mi Zhang; Daxin Jiang (ICLR, 2021)

A Survey on Response Selection for Retrieval-based Dialogues. - Chongyang Tao; Jiazhan Feng; Rui Yan 001; Wei Wu 014; Daxin Jiang (IJCAI, 2021)

An End-to-end Beacon Placement Optimization System for Indoor Positioning. - Chiqun Zhang; Dragomir Yankov; Simon Shapiro; Wei Wu 014 (IPIN, 2021)

ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction. - Jiahao Bu; Lei Ren; Shuang Zheng; Yang Yang 129; Jingang Wang; Fuzheng Zhang; Wei Wu 014 (NAACL-HLT, 2021)

TODSum: Task-Oriented Dialogue Summarization with State Tracking. - Lulu Zhao; Fujia Zheng; Keqing He 001; Weihao Zeng; Yuejie Lei; Huixing Jiang; Wei Wu 014; Weiran Xu; Jun Guo 002; Fanyu Meng (CoRR, 2021)

VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction. - Dan Li; Yang Yang 129; Hongyin Tang; Jingang Wang; Tong Xu 001; Wei Wu 014; Enhong Chen (CoRR, 2021)

Towards information-rich, logical dialogue systems with knowledge-enhanced neural models. - Hao Wang 182; Bin Guo 001; Wei Wu 014; Sicong Liu 005; Zhiwen Yu 001 (Neurocomputing, 2021)

Conditional Text Generation for Harmonious Human-Machine Interaction. - Bin Guo 001; Hao Wang 182; Yasan Ding; Wei Wu 014; Shaoyang Hao; Yueqi Sun; Zhiwen Yu 001 (ACM Trans. Intell. Syst. Technol., 2021)

Response Ranking with Multi-types of Deep Interactive Representations in Retrieval-based Dialogues. - Ruijian Xu; Chongyang Tao; Jiazhan Feng; Wei Wu 014; Rui Yan 001; Dongyan Zhao 001 (ACM Trans. Inf. Syst., 2021)

CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation. - Zichu Fei; Qi Zhang 001; Tao Gui; Di Liang; Sirui Wang; Wei Wu 014; Xuanjing Huang 001 (ACL (1), 2022)

Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification. - Shengding Hu; Ning Ding 002; Huadong Wang; Zhiyuan Liu 001; Jingang Wang; Juanzi Li; Wei Wu 014; Maosong Sun 001 (ACL (1), 2022)

Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning. - Yutao Mou; Keqing He 001; Yanan Wu; Zhiyuan Zeng 002; Hong Xu 009; Huixing Jiang; Wei Wu 014; Weiran Xu (ACL (2), 2022)

Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis. - Kai Zhang 038; Kun Zhang 015; Mengdi Zhang 002; Hongke Zhao; Qi Liu 003; Wei Wu 014; Enhong Chen (ACL (Findings), 2022)

Robust Lottery Tickets for Pre-trained Language Models. - Rui Zheng; Bao Rong; Yuhao Zhou; Di Liang; Sirui Wang; Wei Wu 014; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (ACL (1), 2022)

Unified Knowledge Prompt Pre-training for Customer Service Dialogues. - Keqing He 001; Jingang Wang; Chaobo Sun; Wei Wu 014 (CIKM, 2022)

Knowledge Enhanced Multi-Interest Network for the Generation of Recommendation Candidates. - Danyang Liu; Yuji Yang; Mengdi Zhang 002; Wei Wu 014; Xing Xie 001; Guangzhong Sun (CIKM, 2022)

CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations. - Borun Chen; Hongyin Tang; Jiahao Bu; Kai Zhang 038; Jingang Wang; Qifan Wang 001; Hai-Tao Zheng 002; Wei Wu 014; Liqian Yu (COLING, 2022)

Generalized Intent Discovery: Learning from Open World Dialogue System. - Yutao Mou; Keqing He 001; Yanan Wu; Pei Wang; Jingang Wang; Wei Wu 014; Yi Huang; Junlan Feng; Weiran Xu (COLING, 2022)

DABERT: Dual Attention Enhanced BERT for Semantic Matching. - Sirui Wang; Di Liang; Jian Song; Yuntao Li; Wei Wu 014 (COLING, 2022)

Structural Bias for Aspect Sentiment Triplet Extraction. - Chen Zhang 020; Lei Ren; Fang Ma; Jingang Wang; Wei Wu 014; Dawei Song 001 (COLING, 2022)

PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack. - Rui Zheng; Rong Bao; Qin Liu 010; Tao Gui; Qi Zhang 001; Xuanjing Huang 001; Rui Xie 005; Wei Wu 014 (COLING, 2022)

Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks. - Xin Zhou 012; Ruotian Ma; Yicheng Zou; Xuanting Chen; Tao Gui; Qi Zhang 001; Xuanjing Huang 001; Rui Xie 005; Wei Wu 014 (COLING, 2022)

Visualizable or Non-visualizable? Exploring the Visualizability of Concepts in Multi-modal Knowledge Graph. - Xueyao Jiang; Ailisi Li; Jiaqing Liang; Bang Liu; Rui Xie 005; Wei Wu 014; Zhixu Li; Yanghua Xiao (DASFAA (1), 2022)

VIRT: Improving Representation-based Text Matching via Virtual Interaction. - Dan Li; Yang Yang 129; Hongyin Tang; Jiahao Liu; Qifan Wang 001; Jingang Wang; Tong Xu 001; Wei Wu 014; Enhong Chen (EMNLP, 2022)

GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval. - Jiduan Liu; Jiahao Liu; Yang Yang 129; Jingang Wang; Wei Wu 014; Dongyan Zhao 001; Rui Yan 001 (EMNLP (Findings), 2022)

XPrompt: Exploring the Extreme of Prompt Tuning. - Fang Ma; Chen Zhang 020; Lei Ren; Jingang Wang; Qifan Wang 001; Wei Wu 014; Xiaojun Quan; Dawei Song 001 (EMNLP, 2022)

Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery. - Yutao Mou; Keqing He 001; Pei Wang; Yanan Wu; Jingang Wang; Wei Wu 014; Weiran Xu (EMNLP, 2022)

UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning. - Yutao Mou; Pei Wang; Keqing He 001; Yanan Wu; Jingang Wang; Wei Wu 014; Weiran Xu (EMNLP, 2022)

Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion. - Jian Song; Di Liang; Rumei Li; Yuntao Li; Sirui Wang; Minlong Peng; Wei Wu 014; Yongxin Yu (EMNLP (Findings), 2022)

Making Pretrained Language Models Good Long-tailed Learners. - Chen Zhang 020; Lei Ren; Jingang Wang; Wei Wu 014; Dawei Song 001 (EMNLP, 2022)

PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models. - Yupeng Zhang; Hongzhi Zhang; Sirui Wang; Wei Wu 014; Zhoujun Li 001 (EMNLP, 2022)

Retrieval Enhanced Segment Generation Neural Network for Task-Oriented Dialogue Systems. - Miaoxin Chen; Zibo Lin; Rongyi Sun; Kai Ouyang; Hai-Tao Zheng 002; Rui Xie 005; Wei Wu 014 (ICASSP, 2022)

Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision. - Sijie Cheng; Zhouhong Gu; Bang Liu; Rui Xie 005; Wei Wu 014; Yanghua Xiao (ICDE, 2022)

Searching for Optimal Subword Tokenization in Cross-domain NER. - Ruotian Ma; Yiding Tan; Xin Zhou 012; Xuanting Chen; Di Liang; Sirui Wang; Wei Wu 014; Tao Gui (IJCAI, 2022)

Ensemble Multi-Relational Graph Neural Networks. - Yuling Wang; Hao Xu; Yanhua Yu; Mengdi Zhang 002; Zhenhao Li; Yuji Yang; Wei Wu 014 (IJCAI, 2022)

AMR-to-Text Generation with Graph Structure Reconstruction and Coverage Mechanism. - Junxin Li; Wei Wang 138; Hai-Tao Zheng 002; Jun Gao; Rui Xie 005; Wei Wu 014 (IJCNN, 2022)

Complex Question Answering over Incomplete Knowledge Graph as N-ary Link Prediction. - Daoguang Zan; Sirui Wang; Hongzhi Zhang; Kun Zhou 002; Wei Wu 014; Wayne Xin Zhao; Bingchao Wu; Bei Guan; Yongji Wang 002 (IJCNN, 2022)

Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL. - Yuntao Li; Hanchu Zhang; Yutian Li; Sirui Wang; Wei Wu 014; Yan Zhang (INTERSPEECH, 2022)

Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries. - Xiao Liu 036; Shiyu Zhao; Kai Su; Yukuo Cen; Jiezhong Qiu; Mengdi Zhang 002; Wei Wu 014; Yuxiao Dong; Jie Tang 001 (KDD, 2022)

Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold. - Yanan Wu; Keqing He 001; Yuanmeng Yan; QiXiang Gao; Zhiyuan Zeng 002; Fujia Zheng; Lulu Zhao; Huixing Jiang; Wei Wu 014; Weiran Xu (NAACL-HLT, 2022)

TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization. - Ze Yang 001; Christian Wang; Zhoujin Tian; Wei Wu 014; Zhoujun Li 001 (NAACL-HLT (Findings), 2022)

Learning to Express in Knowledge-Grounded Conversation. - Xueliang Zhao; Tingchen Fu; Chongyang Tao; Wei Wu 014; Dongyan Zhao 001; Rui Yan 001 (NAACL-HLT, 2022)

Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization. - Lulu Zhao; Fujia Zheng; Weihao Zeng; Keqing He 001; Weiran Xu; Huixing Jiang; Wei Wu 014; Yanan Wu (NAACL-HLT, 2022)

Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models. - Biru Zhu; Yujia Qin; Ganqu Cui; Yangyi Chen; Weilin Zhao; Chong Fu; Yangdong Deng; Zhiyuan Liu 001; Jingang Wang; Wei Wu 014; Maosong Sun 001; Ming Gu 001 (NeurIPS, 2022)

S2QL: Retrieval Augmented Zero-Shot Question Answering over Knowledge Graph. - Daoguang Zan; Sirui Wang; Hongzhi Zhang; Yuanmeng Yan; Wei Wu 014; Bei Guan; Yongji Wang 002 (PAKDD (3), 2022)

Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification. - Kai Zhang 038; Qi Liu 003; Zhenya Huang; Mingyue Cheng; Kun Zhang 015; Mengdi Zhang 002; Wei Wu 014; Enhong Chen (SIGIR, 2022)

Personalized Abstractive Opinion Tagging. - Mengxue Zhao; Yang Yang 129; Miao Li; Jingang Wang; Wei Wu 014; Pengjie Ren; Maarten de Rijke; Zhaochun Ren (SIGIR, 2022)

ADPL: Adversarial Prompt-based Domain Adaptation for Dialogue Summarization with Knowledge Disentanglement. - Lulu Zhao; Fujia Zheng; Weihao Zeng; Keqing He 001; Ruotong Geng; Huixing Jiang; Wei Wu 014; Weiran Xu (SIGIR, 2022)

InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER. - Liwen Wang; Rumei Li; Yang Yan; Yuanmeng Yan; Sirui Wang; Wei Wu 014; Weiran Xu (CoRR, 2022)

TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization. - Ze Yang 001; Liran Wang; Zhoujin Tian; Wei Wu 014; Zhoujun Li 001 (CoRR, 2022)

GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Passage Retrieval. - Jiduan Liu; Jiahao Liu; Yang Yang 129; Jingang Wang; Wei Wu 014; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2022)

Making Pre-trained Language Models Good Long-tailed Learners. - Chen Zhang 020; Lei Ren; Jingang Wang; Wei Wu 014; Dawei Song 001 (CoRR, 2022)

AutoDisc: Automatic Distillation Schedule for Large Language Model Compression. - Chen Zhang 020; Yang Yang 129; Qifan Wang 001; Jiahao Liu; Jingang Wang; Wei Wu 014; Dawei Song 001 (CoRR, 2022)

Searching for Optimal Subword Tokenization in Cross-domain NER. - Ruotian Ma; Yiding Tan; Xin Zhou 012; Xuanting Chen; Di Liang; Sirui Wang; Wei Wu 014; Tao Gui; Qi Zhang 001 (CoRR, 2022)

Long Short-Term Preference Modeling for Continuous-Time Sequential Recommendation. - Huixuan Chi; Hao Xu; Hao Fu; Mengya Liu; Mengdi Zhang 002; Yuji Yang; Qinfen Hao; Wei Wu 014 (CoRR, 2022)

CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations. - Borun Chen; Hongyin Tang; Jingang Wang; Qifan Wang 001; Hai-Tao Zheng 002; Wei Wu 014; Liqian Yu (CoRR, 2022)

Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems. - Weihao Zeng; Keqing He 001; Zechen Wang; Dayuan Fu; Guanting Dong; Ruotong Geng; Pei Wang; Jingang Wang; Chaobo Sun; Wei Wu 014; Weiran Xu (CoRR, 2022)

Focus Is What You Need For Chinese Grammatical Error Correction. - Jingheng Ye; Yinghui Li; Shirong Ma; Rui Xie 005; Wei Wu 014; Hai-Tao Zheng 002 (CoRR, 2022)

A Curriculum Learning Approach for Multi-domain Text Classification Using Keyword weight Ranking. - Zilin Yuan; Yinghui Li; Yangning Li; Rui Xie 005; Wei Wu 014; Hai-Tao Zheng 002 (CoRR, 2022)

Robust Lottery Tickets for Pre-trained Language Models. - Rui Zheng; Rong Bao; Yuhao Zhou; Di Liang; Sirui Wang; Wei Wu 014; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2022)

PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models. - Zhuocheng Gong; Jiahao Liu; Qifan Wang 001; Yang Yang 129; Jingang Wang; Wei Wu 014; Yunsen Xian; Dongyan Zhao 001; Rui Yan 001 (ACL (Findings), 2023)

RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank. - Jiduan Liu; Jiahao Liu; Qifan Wang 001; Jingang Wang; Wei Wu 014; Yunsen Xian; Dongyan Zhao 001; Kai Chen; Rui Yan 001 (ACL (1), 2023)

Fusion or Defusion? Flexible Vision-and-Language Pre-Training. - Rongyi Sun; Ziran Li; Yifeng Ding; Qifan Wang 001; Jingang Wang; Haitao Zheng 002; Wei Wu 014; Yunsen Xian (ACL (Findings), 2023)

Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation. - Sirui Wang; Kaiwen Wei; Hongzhi Zhang; Yuntao Li; Wei Wu 014 (ACL (2), 2023)

Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation. - Weihao Zeng; Lulu Zhao; Keqing He 001; Ruotong Geng; Jingang Wang; Wei Wu 014; Weiran Xu (ACL (1), 2023)

MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization. - Yuyan Chen; Zhihao Wen; Ge Fan; Zhengyu Chen; Wei Wu 014; Dayiheng Liu; Zhixu Li; Bang Liu; Yanghua Xiao (EMNLP (Findings), 2023)

T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing. - Yuntao Li; Zhenpeng Su; Yutian Li; Hanchu Zhang; Sirui Wang; Wei Wu 014; Yan Zhang (ICASSP, 2023)

Time-Aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering. - Yonghao Liu; Di Liang; Fang Fang; Sirui Wang; Wei Wu 014; Rui Jiang 001 (ICASSP, 2023)

Guide and Select: A Transformer-Based Multimodal Fusion Method for Points of Interest Description Generation. - Hanqing Liu; Wei Wang 138; Niu Hu; Hai-Tao Zheng 002; Rui Xie 005; Wei Wu 014; Yang Bai (ICASSP, 2023)

Multi-Task Transformer with Relation-Attention and Type-Attention for Named Entity Recognition. - Ying Mo; Hongyin Tang; Jiahao Liu; Qifan Wang 001; Zenglin Xu; Jingang Wang; Wei Wu 014; Zhoujun Li 001 (ICASSP, 2023)

Intent-aware Recommendation via Disentangled Graph Contrastive Learning. - Yuling Wang; Xiao Wang; Xiangzhou Huang; Yanhua Yu; Haoyang Li; Mengdi Zhang 002; Zirui Guo; Wei Wu 014 (IJCAI, 2023)

M2GNN: Metapath and Multi-interest Aggregated Graph Neural Network for Tag-based Cross-domain Recommendation. - Zepeng Huai; Yuji Yang; Mengdi Zhang 002; Zhongyi Zhang; Yichun Li; Wei Wu 014 (SIGIR, 2023)

FFHR: Fully and Flexible Hyperbolic Representation for Knowledge Graph Completion. - Wentao Shi 002; Junkang Wu; Xuezhi Cao; Jiawei Chen 007; Wenqiang Lei; Wei Wu 014; Xiangnan He 001 (CoRR, 2023)

AOG-LSTM: An adaptive attention neural network for visual storytelling. - Hanqing Liu; Jiacheng Yang; Chia-Hao Chang; Wei Wang 138; Hai-Tao Zheng 002; Yong Jiang 001; Hui Wang 030; Rui Xie 005; Wei Wu 014 (Neurocomputing, 2023)

Popularity Bias is not Always Evil: Disentangling Benign and Harmful Bias for Recommendation. - Zihao Zhao 004; Jiawei Chen 007; Sheng Zhou 004; Xiangnan He 001; Xuezhi Cao; Fuzheng Zhang; Wei Wu 014 (IEEE Trans. Knowl. Data Eng., 2023)

Minimal Distillation Schedule for Extreme Language Model Compression. - Chen Zhang 020; Yang Yang 129; Qifan Wang 001; Jiahao Liu; Jingang Wang; Wei Wu 014; Dawei Song 001 (EACL (Findings), 2024)

From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis. - Chuanqi Cheng; Jian Guan 002; Wei Wu 014; Rui Yan 001 (EMNLP, 2024)

"In-Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning. - Chuanqi Cheng; Quan Tu; Wei Wu 014; Shuo Shang; Cunli Mao; Zhengtao Yu 001; Rui Yan 001 (EMNLP, 2024)

Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules. - Zhuocheng Gong; Ang Lv; Jian Guan 002; Wei Wu 014; Huishuai Zhang; Minlie Huang; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2024)

AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback. - Jian Guan 002; Wei Wu 014; Zujie Wen; Peng Xu; Hongning Wang; Minlie Huang (NeurIPS, 2024)

CAMLO: Cross-Attentive Multi-View Network for Long-Term Origin-Destination Flow Prediction. - Liang Wang 001; Hao Fu; Shu Wu; Qiang Liu 006; Xuelei Tan; Fangsheng Huang; Mengdi Zhang 002; Wei Wu 014 (SDM, 2024)

Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules. - Zhuocheng Gong; Ang Lv; Jian Guan 002; Junxi Yan; Wei Wu 014; Huishuai Zhang; Minlie Huang; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2024)

CodePlan: Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning. - Jiaxin Wen; Jian Guan 002; Hongning Wang; Wei Wu 014; Minlie Huang (CoRR, 2024)

Multi-Task Multi-Attention Transformer for Generative Named Entity Recognition. - Ying Mo; Jiahao Liu; Hongyin Tang; Qifan Wang 001; Zenglin Xu; Jingang Wang; Xiaojun Quan; Wei Wu 014; Zhoujun Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

A Survey on Personalized Alignment - The Missing Piece for Large Language Models in Real-World Applications. - Jian Guan 002; Junfei Wu; Jia-Nan Li; Chuanqi Cheng; Wei Wu 014 (ACL (Findings), 2025)

CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning. - Jiaxin Wen; Jian Guan 002; Hongning Wang; Wei Wu 014; Minlie Huang (ICLR, 2025)

2D-TPE: Two-Dimensional Positional Encoding Enhances Table Understanding for Large Language Models. - Jia-Nan Li; Jian Guan 002; Wei Wu 014; Zhengtao Yu 001; Rui Yan 001 (WWW, 2025)

Human Decision-making is Susceptible to AI-driven Manipulation. - Sahand Sabour; June M. Liu; Siyang Liu 003; Chris Z. Yao; Shiyao Cui; Xuanming Zhang; Wen Zhang; Yaru Cao; Advait Bhat; Jian Guan 002; Wei Wu 014; Rada Mihalcea; et al. (CoRR, 2025)

PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models. - Xueliang Zhao; Wei Wu 014; Jian Guan 002; Lingpeng Kong (CoRR, 2025)

From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment. - Jia-Nan Li; Jian Guan 002; Songhao Wu; Wei Wu 014; Rui Yan 001 (CoRR, 2025)

Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation. - Chuanqi Cheng; Jian Guan 002; Wei Wu 014; Rui Yan 001 (CoRR, 2025)

Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes. - Zhuocheng Gong; Jian Guan 002; Wei Wu 014; Huishuai Zhang; Dongyan Zhao 001 (CoRR, 2025)

Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing. - Junfei Wu; Jian Guan 002; Kaituo Feng; Qiang Liu 006; Shu Wu; Liang Wang 001; Wei Wu 014; Tieniu Tan (CoRR, 2025)