2022年度论文
| 论文名称 | 期刊/会议名称 | 作者 | 发表时间 |
| Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation | EMNLP 2022 | Yang Yu, Fangzhao Wu, Chuhan Wu, Jingwei Yi, Qi Liu | 2022.12 |
| Wider&Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition | EMNLP 2022 | Junyu Ma, Beiduo Chen, Jiachen Gu, Zhenhua Ling, Wu Guo, Quan Liu, Zhigang Chen, Cong Liu | 2022.12 |
| Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy | NeurIPS 2022 | Leyan Deng, Defu Lian*, Chenwang Wu and Enhong Chen | 2022.11 |
| DARE: Disentanglement-Augmented Rationale Extraction | NeurIPS 2022 | Linan Yue, Qi Liu, Yichao Du, Yanqing An, Li Wang, Enhong Chen | 2022.11 |
| Recommender Forest for Efficient Retrieval | NeurIPS 2022 | Chao Feng, Wuchao Li, Defu Lian*, Zheng Liu and Enhong Chen | 2022.11 |
| One Person, One Model—Learning Compound Router for Sequential Recommendation | ICDM 2022 | Zhiding Liu, Mingyue Cheng, Zhi Li, Qi Liu, Enhong Chen | 2022.11 |
| A Cognitive Solver with Autonomously Knowledge Learning for Reasoning Mathematical Answers | ICDM 2022 | Jiayu Liu, Zhenya Huang, Xin Lin, Qi Liu, Jianhui Ma, Enhong Chen | 2022.11 |
| Self-Supervised Text Erasing with Controllable Image Synthesis | ACM MM 2022 | Gangwei Jiang, Shiyao Wang, Tiezheng Ge, Yuning Jiang, Ying Wei and Defu Lian | 2022.10 |
| CoCGAN: Contrastive Learning for Adversarial Category Text Generation | COLING 2022 | Xin Sheng, Linli Xu, Yinlong Xu, Changcun Bao, Huang Chen, Bo Ren | 2022.10 |
| Fine-grained Micro-Expression Generation based on Thin-Plate Spline and Relative AU Constraint | ACM MM 2022 | Sirui Zhao, Shukang Yin, Huaying Tang, Jin Rijin, Yifan Xu, Tong Xu*, Enhong Chen* | 2022.10 |
| Exploring Label Hierarchy in a Generative Way for Hierarchical Text Classification | COLING 2022 | Wei Huang, Chen Liu, Bo Xiao, Yihua Zhao, Zhaoming Pan, Zhimin Zhang, Xinyun Yang, Guiquan Liu | 2022.10 |
| Relation-enhanced Negative Sampling for Multimodal Knowledge Graph Completion | ACM MM 2022 | Derong Xu, Tong Xu*, Shiwei Wu, Jingbo Zhou, Enhong Chen | 2022.10 |
| Unified QA-aware Knowledge Graph Generation Based on Multi-modal Modeling | ACM MM 2022 | Penggang Qin, Jiarui Yu, Yan Gao, Derong Xu, Yunkai Chen, Shiwei Wu, Tong Xu, Enhong Chen, Yanbin Hao | 2022.10 |
| A Hyperbolic-to-Hyperbolic User Representation with Multi-aspect for Social Recommendation | CIKM 2022 | Hang Zhang, Hao Wang, Guifeng Wang, Jiayu Liu, Qi Liu | 2022.10 |
| ABPN: Apex and Boundary Perception Network for Micro- and Macro-Expression Spotting | ACM MM 2022 | Wenhao Leng, Sirui Zhao, Yiming Zhang, Shiifeng Liu, Xinglong Mao, Hao Wang, Tong Xu*, Enhong Chen* | 2022.10 |
| CPEE: Civil Case Judgment Prediction centering on the Trial Mode of Essential Elements | CIKM 2022 | Lili Zhao, Linan Yue, Yanqing An, Yuren Zhang, Jun Yu, Qi Liu, Enhong Chen | 2022.10 |
| Effective Online Data Augmentation for Massively Multilingual Machine Translation and Zero-Shot Translation | ICASSP 2022 | Weitai Zhang , Lirong Dai , Xinyuan Zhou , Junhua Liu , Shijin Wang , Cong Liu | 2022.10 |
| Effective Parallel Corpus Mining Framework for Low-Resource Language Pairs | ICASSP 2022 | Weitai Zhang , Lirong Dai , Junhua Liu , Shijin Wang , Cong Liu | 2022.10 |
| CINO: A Chinese Minority Pre-trained Language Model | COLING 2022 | Ziqing Yang, Zihang Xu, Yiming Cui, Baoxin Wang, Min Lin, Dayong Wu, Zhigang Chen | 2022.10 |
| Graph-based cognitive diagnosis for intelligenttutoring systems | Knowledge-Based Systems | Yu Su, Zeyu Cheng, Jinze Wu, Yanmin Dong, Zhenya Huang, Le Wu, Enhong Chen, Shijin Wang, Fei Xie | 2022.10 |
| Causal Narrative Comprehension: A New Perspective for Emotion Cause Extraction | IEEE Transactions on Affective Computing | Wei Cao, Kun Zhang, Shulan Ruan, Hanqing Tao, Sirui Zhao, Hao Wang, Qi Liu, Enhong Chen | 2022.09 |
| Resisting Graph Adversarial Attack via Cooperative Homophilous Augmentation | ECML-PKDD 2022 | Zhihao Zhu, Chenwang Wu, Min Zhou, Hao Liao, Defu Lian* and Enhong Chen | 2022.09 |
| Incremental Cognitive Diagnosis for Intelligent Education | KDD 2022 | Shiwei Tong,Jiayu Liu ,Yuting Hong,Zhenya Huang,Le Wu,Qi Liu,Wei Huang,Enhong Chen,Dan Zhang | 2022.08 |
| Multi-modal Siamese Network for Entity Alignment | KDD 2022 | Liyi Chen, Zhi Li, Tong Xu*, Han Wu, Zhefeng Wang, Nicholas Jing Yuan, Enhong Chen | 2022.08 |
| DDR: Dialogue based Doctor Recommendation for Online Medical Service | KDD 2022 | Zhi Zheng, Zhaopeng Qiu, Hui Xiong, Xian Wu, Tong Xu*, Xiangyu Zhao, Enhong Chen | 2022.08 |
| HierCDF: A Bayesian Network-based Hierarchical Cognitive Diagnosis Framework | KDD 2022 | Jiatong Li, Fei Wang, Qi Liu, Mengxiao Zhu, Wei Huang, Zhenya Huang, Enhong Chen, Yu Su, Shijin Wang | 2022.08 |
| JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding | KDD 2022 | Wayne Xin Zhao, Kun Zhou, Zheng Gong, Beichen Zhang, Yuanhang Zhou, Jing Sha, Zhigang Chen, Shijin Wang, Cong Liu, Jirong Wen | 2022.08 |
| NeuralCD: A General Framework for Cognitive Diagnosis | IEEE Transactions on Knowledge and Data Engineering | Fei Wang, Qi Liu, Enhong Chen, Zhenya Huang, Yu Yin, Shijin Wang, Yu Su | 2022.08 |
| Social Context-aware Person Search in Videos via Multi-modal Cues | ACM Transactions on Information Systems | Dan Li, Tong Xu, Peilun Zhou, Weidong He, Yanbin Hao, Yi Zheng, Enhong Chen | 2022.07 |
| CAPTOR: A Crowd-Aware Pre-Travel Recommender System for Out-of-Town Users | SIGIR 2022 | Haoran Xin, Xinjiang Lu*, Nengjun Zhu, Tong Xu, Dejing Dou*, Hui Xiong* | 2022.07 |
| Assessing Student’s Dynamic Knowledge State by Exploring the Question Difficulty Effect | SIGIR 2022 | Shuanghong Shen, Zhenya Huang, Qi Liu, Yu Su, Shijin Wang, Enhong Chen | 2022.07 |
| Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification | SIGIR 2022 | Kai Zhang, Qi Liu, Zhenya Huang, Mingyue Cheng, Kun Zhang, Mengdi Zhang, Wei Wu, Enhong Chen | 2022.07 |
| A Hierarchical Interactive Multi-channel Graph Neural Network for Technological Knowledge Flow Forecasting | Knowledge and Information Systems | Huijie Liu, Han Wu, Le Zhang, Runlong Yu, Ye Liu, Chunli Liu, Minglei Li, Qi Liu, Enhong Chen | 2022.07 |
| PST: Measuring Skill Proficiency in Programming Exercise Process via Programming Skill Tracing | SIGIR 2022 | Ruixin Li, Yu Yin, Le Dai, Shuanghong Shen, Xin Lin, Yu Su, Enhong Chen | 2022.07 |
| A Robust Computerized Adaptive Testing Approach in Educational Question Retrieval | SIGIR 2022 | Yan Zhuang, Qi Liu, Zhenya Huang, Zhi Li, Binbin Jin, Haoyang Bi, Enhong Chen, Shijin Wang | 2022.06 |
| Preference Enhanced Social Influence Modeling for Network-Aware Cascade Prediction | SIGIR 2022 | Likang Wu, Hao Wang, Enhong Chen, Zhi Li, Hongke Zhao, Jianhui Ma | 2022.06 |
| Clustering based Behavior Sampling with Long Sequential Data for CTR Prediction | SIGIR 2022 | Yuren Zhang, Enhong Chen, Binbin Jin, Hao Wang, Min Hou, Wei Huang, Runlong Yu | 2022.06 |
| Collaborative List-and-Pairwise Filtering From Implicit Feedback | IEEE Transactions on Knowledge and Data Engineering | Runlong Yu, Qi Liu, Yuyang Ye, Mingyue Cheng, Enhong Chen, Jianhui Ma | 2022.06 |
| Forest-based Deep Recommender | SIGIR 2022 | Chao Feng, Defu Lian*, Zheng Liu, Xing Xie, Le Wu and Enhong Chen | 2022.06 |
| Improving Implicit Alternating Least Squares with Ring-based Regularization | SIGIR 2022 | Rui Fan, Jin Chen, Jin Zhang, Defu Lian* and Enhong Chen | 2022.06 |
| STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control | IEEE Transactions on Mobile Computing | Yanan Wang, Tong Xu, Xin Niu, Chang Tan, Enhong Chen, Hui Xiong | 2022.06 |
| Graph Convolutional Adversarial Networks for Spatiotemporal Anomaly Detection | IEEE Transactions on Neural Networks and Learning Systems | Leyan Deng; Defu Lian; Zhenya Huang; Enhong Chen | 2022.06 |
| A Static and Dynamic Attention Framework for Multi Turn Dialogue Generation | ACM Transactions on Information Systems | Weinan Zhang, Yiming Cui, Kaiyan Zhang, Yifa Wang, Qingfu Zhu, Lingzhi Li, Ting Liu | 2022.06 |
| Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis | ACL 2022 | Kai Zhang, Kun Zhang, Qi Liu, Mengdi Zhang, Hongke Zhao, Wei Wu, Enhong Chen | 2022.05 |
| TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models | ACL 2022 | Ziqing Yang, Yiming Cui, Zhigang Chen | 2022.05 |
| Multilingual Multi-Aspect Explainability Analyses on Machine Reading Comprehension Models | iScience | Yiming Cui, Weinan Zhang, Wanxiang Che, Ting Liu, Zhigang Chen, Shijin Wang | 2022.05 |
| Teaching Machines to Read, Answer and Explain | IEEE/ACM
Transactions on Audio, Speech and Language Processing | Yiming Cui, Ting Liu, Wanxiang Che, Zhigang Chen, Shijin Wang | 2022.05 |
| Conversation- and Tree-Structure Losses for Dialogue Disentanglement | ACL 2022 | Tianda Li, Jiachen Gu, Zhenhua Ling, Quan Liu | 2022.05 |
| Multi-Level Contrastive Learning for Cross-Lingual Alignment | ICASSP 2022 | Beiduo Chen, Wu Guo, Bin Gu, Quan Liu, Yongchao Wang | 2022.05 |
| The Percentages of Cognitive Skills Deficits among Chinese Children with Developmental Dyslexia: A Systematic Review and Meta-Analysis | Brain Sciences | Xin Li, Mingming Hu, Huadong Liang | 2022.05 |
| Dementia Detection by Fusing Speech and Eye-Tracking Representation | ICASSP 2022 | Zhengyan Sheng, Zhiqiang Guo, Xin Li, Yunxia Li, Zhenhua Ling | 2022.05 |
| Table-based Fact Verification with Self-adaptive Mixture of Experts | ACL 2022 | Yuxuan Zhou, Xien Liu, Kaiyin Zhou, Ji Wu | 2022.05 |
| Neural Grapheme-To-Phoneme Conversion with Pre-Trained Grapheme Models | ICASSP 2022 | Lu Dong, Zhiqiang Guo, Chaohong Tan, Yajun Hu, Yuan Jiang, Zhenhua Ling | 2022.05 |
| Tipster: A Topic-Guided Language Model for Topic-Aware Text Segmentation | DASFAA 2022 | Zheng Gong, Shiwei Tong, Han Wu, Qi Liu, Hanqing Tao, Wei Huang, Runlong Yu | 2022.04 |
| Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering | WWW 2022 | Jin Chen, Defu Lian*, Binbin Jin, Xu Huang, Kai Zheng and Enhong Chen | 2022.04 |
| HyperSoRec: Exploiting Hyperbolic User and Item Representations with Multiple Aspects for Social-aware Recommendation | ACM Transactions on Information Systems | Hao Wang, Defu Lian, Hanghang Tong, Qi Liu, Zhenya Huang, Enhong Chen | 2022.04 |
| CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction | WWW 2022 | Zhi Zheng, Zhaopeng Qiu, Tong Xu, Xian Wu, Xiangyu Zhao, Enhong Chen, Hui Xiong | 2022.04 |
| Multi-Granularity Residual Learning with Confidence Estimation for Time Series Prediction | WWW 2022 | Min Hou, Chang Xu, Zhi Li, Yang Liu, Weiqing Liu, Enhong Chen, Jiang Bian | 2022.04 |
| Towards Automatic Designing of Deep Hybrid Network Architecture for Sequential Recommendation | WWW 2022 | Mingyue Cheng, Zhiding Liu, Qi Liu, Shenyang Ge, Enhong Chen | 2022.04 |
| 利用深层语言分析改进中文作文自动评分方法 | 中文信息学报 | 魏思,巩捷甫,宋巍,宋子尧,王士进 | 2022.04 |
| ExpMRC: Explainability Evaluation for Machine Reading Comprehension | Heliyon | Yiming Cui, Ting Liu, Wanxiang Che, Zhigang Chen, Shijin Wang | 2022.04 |
| 融合通用题目表征学习的神经知识追踪方法研究 | 中文信息学报 | 魏思，沈双宏，黄振亚，刘淇，陈恩红，苏喻，王士进 | 2022.04 |
| D-LSTM: Short-Term Road Traffic Speed Prediction Model Based on GPS Positioning Data | IEEE Transactions on Intelligent Transportation Systems | Xianwei Meng, Hao Fu, Liqun Peng, Guiquan Liu, Yang Yu, Zhong Wang, Enhong Chen | 2022.03 |
| AdaptKT: A Domain Adaptable Method for Knowledge Tracing | WSDM 2022 | Song Cheng, Qi Liu, Enhong Chen, Kai Zhang,Zhenya Huang, Yu Yin, Xiaoqing Huang, Yu Su | 2022.02 |
| Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education | AAAI 2022 | Yan Zhuang, Qi Liu, Zhi Li, Shuanghong Shen, Haiping Ma | 2022.02 |
| ProtGNN: Towards Self-Explaining Graph Neural Networks | AAAI 2022 | Zaixi Zhang , Qi Liu, Hao Wang , Chengqiang Lu, Cheekong Lee | 2022.02 |
| Abstractive Text Summarization with Siamese Generative Adversarial Net | AAAI 2022 | Jiquan Li, Junliang Guo, Yongxin Zhu, Xin Sheng, Deqiang Jiang, Bo Ren, Linli Xu | 2022.02 |
| Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement | AAAI 2022 | Yichao Du, Zhirui Zhang, Weizhi Wang, Boxing Chen, Jun Xie, Tong Xu | 2022.02 |
| GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction | AAAI 2022 | Shuangli Li, Jingbo Zhou, Tong Xu, Dejing Dou, Hui Xiong | 2022.02 |
| Anisotropic Additive Quantization for Fast Inner Product Search | AAAI 2022 | Jin Zhang, Qi Liu, Defu Lian*, Zheng Liu, Le Wu and Enhong Chen | 2022.02 |
| Fully automated discrimination of Alzheimer’s disease using resting-state electroencephalography signals | Quantitative Imaging in Medicine and Surgery | Yue Ding, Yinxue Chu, Meng Liu, Zhenhua Ling, Shijin Wang, Xin Li, Yunxia Li | 2022.02 |
| Joint Representation Learning with Relation-Enhanced Topic Models for Intelligent Job Interview Assessment | ACM Transactions on Information Systems | Dazhong Shen, Chuan Qin, Hengshu Zhu, Tong Xu, Enhong Chen, Hui Xiong | 2022.01 |
| Interactive Gated Decoder for Machine Reading Comprehension | ACM Transactions on Asian and Low-Resource Language Information Processing | Yiming Cui, Wanxiang Che, Ziqing Yang, Ting Liu, Bing Qin,Shijin Wang, Guoping Hu | 2022.01 |