Wenjie Li

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 110

Top Venues

Publications

Yongqi Li, Xinyu Lin, Wenjie Wang, Fuli Feng, Liang Pang, Wenjie Li, Liqiang Nie, Xiangnan He, Tat-Seng Chua
A Survey of Generative Search and Recommendation in the Era of Large Language Models. CoRR (2024)
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
Learning to Rank in Generative Retrieval. AAAI (2024)
Shichao Sun, Ruifeng Yuan, Ziqiang Cao, Wenjie Li, Pengfei Liu
Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization. CoRR (2024)
Shichao Sun, Ruifeng Yuan, Wenjie Li, Ziqiang Cao, Sujian Li
Dialogue acts enhanced extract-abstract framework for meeting summarization. Inf. Process. Manag. 61 (2) (2024)
Jian Wang, Dongding Lin, Wenjie Li
A Target-Driven Planning Approach for Goal-Directed Dialog Systems. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Jian Wang, Chak Tou Leong, Jiashuo Wang, Dongding Lin, Wenjie Li, Xiaoyong Wei
Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue. ACL (1) (2024)
Yang Yang, Chubing Zhang, Xin Song, Zheng Dong, Hengshu Zhu, Wenjie Li
Contextualized Knowledge Graph Embedding for Explainable Talent Training Course Recommendation. ACM Trans. Inf. Syst. 42 (2) (2024)
Shichao Sun, Ruifeng Yuan, Ziqiang Cao, Wenjie Li, Pengfei Liu
Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization. ACL (Findings) (2024)
Yongqi Li, Wenjie Wang, Leigang Qu, Liqiang Nie, Wenjie Li, Tat-Seng Chua
Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond. ACL (1) (2024)
Jian Wang, Dongding Lin, Wenjie Li
Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue. CoRR (2024)
Yongqi Li, Wenjie Wang, Leigang Qu, Liqiang Nie, Wenjie Li, Tat-Seng Chua
Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond. CoRR (2024)
Jian Wang, Dongding Lin, Wenjie Li
Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue. ACM Trans. Inf. Syst. 42 (5) (2024)
Yongqi Li, Zhen Zhang, Wenjie Wang, Liqiang Nie, Wenjie Li, Tat-Seng Chua
Distillation Enhanced Generative Retrieval. ACL (Findings) (2024)
Zhihao Guan, Jia-Qi Yang, Yang Yang, Hengshu Zhu, Wenjie Li, Hui Xiong
JobFormer: Skill-Aware Job Recommendation with Semantic-Enhanced Transformer. CoRR (2024)
Feiteng Mu, Wenjie Li
A Causal Approach for Counterfactual Reasoning in Narratives. ACL (1) (2024)
Yongqi Li, Hongru Cai, Wenjie Wang, Leigang Qu, Yinwei Wei, Wenjie Li, Liqiang Nie, Tat-Seng Chua
Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation. CoRR (2024)
Feiteng Mu, Wenjie Li
Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning. ACL (1) (2024)
Qiancheng Xu, Yongqi Li, Heming Xia, Wenjie Li
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models. CoRR (2024)
Yi Cheng, Wenge Liu, Jian Wang, Chak Tou Leong, Yi Ouyang, Wenjie Li, Xian Wu, Yefeng Zheng
Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal. AAAI (2024)
Feiteng Mu, Yong Jiang, Liwen Zhang, Chu Liu, Wenjie Li, Pengjun Xie, Fei Huang
Adaptive Selection for Homogeneous Tools: An Instantiation in the RAG Scenario. CoRR (2024)
Xin Zhang, Yanzhao Zhang, Dingkun Long, Wen Xie, Ziqi Dai, Jialong Tang, Huan Lin, Baosong Yang, Pengjun Xie, Fei Huang, Meishan Zhang, Wenjie Li, Min Zhang
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval. CoRR (2024)
Heming Xia, Zhe Yang, Qingxiu Dong, Peiyi Wang, Yongqi Li, Tao Ge, Tianyu Liu, Wenjie Li, Zhifang Sui
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding. ACL (Findings) (2024)
Feiteng Mu, Wenjie Li
Enhancing Event Causality Identification with Counterfactual Reasoning. ACL (2) (2023)
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
Generative retrieval for conversational question answering. Inf. Process. Manag. 60 (5) (2023)
Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li
Learning to Rank in Generative Retrieval. CoRR (2023)
Yan Luo, Chaktou Leong, Shuhai Jiao, Fu-Lai Chung, Wenjie Li, Guoping Liu
Geo-Tile2Vec: A Multi-Modal and Multi-Stage Embedding Framework for Urban Analytics. ACM Trans. Spatial Algorithms Syst. 9 (2) (2023)
Peiqin Lin, Jiashuo Wang, Hinrich Schütze, Wenjie Li
Modeling Content-Emotion Duality via Disentanglement for Empathetic Conversation. CoRR (2022)
Yu Lei, Zhitao Wang, Wenjie Li, Hongbin Pei, Quanyu Dai
Social Attentive Deep Q-Networks for Recommender Systems. IEEE Trans. Knowl. Data Eng. 34 (5) (2022)
Hanqi Yan, Lin Gui, Wenjie Li, Yulan He
Addressing token uniformity in transformers via singular value transformation. UAI (2022)
Feiteng Mu, Wenjie Li
Enhancing Text Generation via Multi-Level Knowledge Aware Reasoning. IJCAI (2022)
Qi Lv, Ziqiang Cao, Wenrui Xie, Derui Wang, Jingwen Wang, Zhiyong Hu, Tangkun Zhang, Yuan Ba, Yuanhang Li, Min Cao, Wenjie Li, Sujian Li, Guohong Fu
Visual Subtitle Feature Enhanced Video Outline Generation. CoRR (2022)
Yongqi Li, Wenjie Li, Liqiang Nie
Dynamic Graph Reasoning for Conversational Open-Domain Question Answering. ACM Trans. Inf. Syst. 40 (4) (2022)
Yanran Li, Ruixiang Zhang, Wenjie Li, Ziqiang Cao
Hierarchical Prediction and Adversarial Learning For Conditional Response Generation. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
Jinghang Gu, Rong Xiang, Xing Wang, Jing Li, Wenjie Li, Longhua Qian, Guodong Zhou, Chu-Ren Huang
Multi-probe attention neural network for COVID-19 semantic indexing. BMC Bioinform. 23 (1) (2022)
Xin Mei, Xiaoyan Cai, Sen Xu, Wenjie Li, Shirui Pan, Libin Yang
Mutually reinforced network embedding: An integrated approach to research paper recommendation. Expert Syst. Appl. 204 (2022)
Hanqi Yan, Lin Gui, Wenjie Li, Yulan He
Addressing Token Uniformity in Transformers via Singular Value Transformation. CoRR (2022)
Zhitao Wang, Chengyao Chen, Wenjie Li
Joint Learning of User Representation With Diffusion Sequence and Network Structure. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Rong Xiang, Emmanuele Chersoni, Qin Lu, Chu-Ren Huang, Wenjie Li, Yunfei Long
Lexical data augmentation for sentiment analysis. J. Assoc. Inf. Sci. Technol. 72 (11) (2021)
Hongwei Wang, Jialin Wang, Jia Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Wenjie Li, Xing Xie, Minyi Guo
Learning Graph Representation With Generative Adversarial Nets. IEEE Trans. Knowl. Data Eng. 33 (8) (2021)
Feiteng Mu, Wenjie Li, Zhipeng Xie
Effect Generation Based on Causal Reasoning. EMNLP (Findings) (2021)
Jiashuo Wang, Wenjie Li, Peiqin Lin, Feiteng Mu
Empathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality. Knowl. Based Syst. 233 (2021)
Rong Xiang, Jing Li, Mingyu Wan, Jinghang Gu, Qin Lu, Wenjie Li, Chu-Ren Huang
Affective awareness in neural sentiment analysis. Knowl. Based Syst. 226 (2021)
Jiashuo Wang, Wenjie Li, Peiqin Lin, Feiteng Mu
Empathetic Response Generation through Graph-based Multi-hop Reasoning on Emotional Causality. CoRR (2021)
Zhitao Wang, Wenjie Li, Hanjing Su
Hierarchical Attention Link Prediction Neural Network. Knowl. Based Syst. 232 (2021)
Rong Xiang, Jinghang Gu, Emmanuele Chersoni, Wenjie Li, Qin Lu, Chu-Ren Huang
PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP). SemEval@ACL/IJCNLP (2021)
Zhitao Wang, Yu Lei, Wenjie Li
Neighborhood Attention Networks With Adversarial Learning for Link Prediction. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Yanran Li, Wenjie Li, Zhitao Wang
Graph-Structured Context Understanding for Knowledge-grounded Response Generation. SIGIR (2021)
Chenchen Li, Jialin Wang, Hongwei Wang, Miao Zhao, Wenjie Li, Xiaotie Deng
Visual-Texual Emotion Analysis With Deep Coupled Video and Danmu Neural Networks. IEEE Trans. Multim. 22 (6) (2020)
Yu Lei, Hongbin Pei, Hanqi Yan, Wenjie Li
Reinforcement Learning based Recommendation with Graph Convolutional Q-network. SIGIR (2020)
Chengyao Chen, Zhitao Wang, Wenjie Li
Tracking Dynamics of Opinion Behaviors with a Content-Based Sequential Opinion Influence Model. IEEE Trans. Affect. Comput. 11 (4) (2020)
Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, Jure Leskovec, Miao Zhao, Wenjie Li, Zhongyuan Wang
Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization. CoRR (2019)
Yanran Li, Wenjie Li
Meta-Path Augmented Response Generation. AAAI (2019)
Ziyu Lu, Haihui Tan, Wenjie Li
An Evolutionary Context-aware Sequential Model for topic evolution of text stream. Inf. Sci. 473 (2019)
Zhitao Wang, Yu Lei, Wenjie Li
Neighborhood Interaction Attention Network for Link Prediction. CIKM (2019)
Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo
Exploring High-Order User Preference on the Knowledge Graph for Recommender Systems. ACM Trans. Inf. Syst. 37 (3) (2019)
Zhitao Wang, Chengyao Chen, Wenjie Li
Information Diffusion Prediction with Network Regularized Role-based User Representation Learning. ACM Trans. Knowl. Discov. Data 13 (3) (2019)
Yu Lei, Wenjie Li
Interactive Recommendation with User-Specific Deep Reinforcement Learning. ACM Trans. Knowl. Discov. Data 13 (6) (2019)
Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, Jure Leskovec, Miao Zhao, Wenjie Li, Zhongyuan Wang
Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems. KDD (2019)
Hongwei Wang, Fuzheng Zhang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation. CoRR (2019)
Hongwei Wang, Miao Zhao, Xing Xie, Wenjie Li, Minyi Guo
Knowledge Graph Convolutional Networks for Recommender Systems. CoRR (2019)
Hongwei Wang, Fuzheng Zhang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo
Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation. WWW (2019)
Zhitao Wang, Wenjie Li
Hierarchical Diffusion Attention Network. IJCAI (2019)
Hongwei Wang, Miao Zhao, Xing Xie, Wenjie Li, Minyi Guo
Knowledge Graph Convolutional Networks for Recommender Systems. WWW (2019)
Yu Lei, Zhitao Wang, Wenjie Li, Hongbin Pei
Social Attentive Deep Q-network for Recommendation. SIGIR (2019)
Xiaoyan Cai, Junwei Han, Wenjie Li, Renxian Zhang, Shirui Pan, Libin Yang
A Three-Layered Mutually Reinforced Model for Personalized Citation Recommendation. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
Chengyao Chen, Zhitao Wang, Wenjie Li, Xu Sun
Modeling Scientific Influence for Research Trending Topic Prediction. AAAI (2018)
Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo
Ripple Network: Propagating User Preferences on the Knowledge Graph for Recommender Systems. CoRR (2018)
Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo
RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems. CIKM (2018)
Yanran Li, Wenjie Li
Meta-path Augmented Response Generation. CoRR (2018)
Zhitao Wang, Chengyao Chen, Ke Zhang, Yu Lei, Wenjie Li
Variational Recurrent Model for Session-based Recommendation. CIKM (2018)
Yanran Li, Wenjie Li, Ziqiang Cao, Chengyao Chen
Incorporating Relevant Knowledge in Context Modeling and Response Generation. CoRR (2018)
Zhuo Li, Hongwei Wang, Miao Zhao, Wenjie Li, Minyi Guo
Deep Representation-Decoupling Neural Networks for Monaural Music Mixture Separation. AAAI (2018)
Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei
Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization. ACL (1) (2018)
Xiaozhao Zhao, Yuexian Hou, Dawei Song, Wenjie Li
A Confident Information First Principle for Parameter Reduction and Model Selection of Boltzmann Machines. IEEE Trans. Neural Networks Learn. Syst. 29 (5) (2018)
Chenchen Li, Jialin Wang, Hongwei Wang, Miao Zhao, Wenjie Li, Xiaotie Deng
Visual-Texual Emotion Analysis with Deep Coupled Video and Danmu Neural Networks. CoRR (2018)
Zhitao Wang, Chengyao Chen, Wenjie Li
Attention Network for Information Diffusion Prediction. WWW (Companion Volume) (2018)
Ziqiang Cao, Furu Wei, Wenjie Li, Sujian Li
Faithful to the Original: Fact Aware Neural Abstractive Summarization. AAAI (2018)
Zhitao Wang, Chengyao Chen, Wenjie Li
A Sequential Neural Information Diffusion Model with Structure Attention. CIKM (2018)
Haihui Tan, Ziyu Lu, Wenjie Li
Neural Network based Reinforcement Learning for Real-time Pushing on Text Stream. SIGIR (2017)
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long
A Conditional Variational Framework for Dialog Generation. ACL (2) (2017)
Bo Yang, Yu Lei, Jiming Liu, Wenjie Li
Social Collaborative Filtering by Trust. IEEE Trans. Pattern Anal. Mach. Intell. 39 (8) (2017)
Tong Che, Yanran Li, Ruixiang Zhang, R. Devon Hjelm, Wenjie Li, Yangqiu Song, Yoshua Bengio
Maximum-Likelihood Augmented Discrete Generative Adversarial Networks. CoRR (2017)
Chengyao Chen, Zhitao Wang, Wenjie Li
Modeling Opinion Influence with User Dual Identity. CIKM (2017)
Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei
Improving Multi-Document Summarization via Text Classification. AAAI (2017)
Chuwei Luo, Wenjie Li, Qiang Chen, Yanxiang He
A Part-of-Speech Enhanced Neural Conversation Model. ECIR (2017)
Qiang Chen, Wenjie Li, Yu Lei, Xule Liu, Chuwei Luo, Yanxiang He
Cross-Lingual Sentiment Relation Capturing for Cross-Lingual Sentiment Analysis. ECIR (2017)
Ziqiang Cao, Furu Wei, Wenjie Li, Sujian Li
Faithful to the Original: Fact Aware Neural Abstractive Summarization. CoRR (2017)
Yanran Li, Hui Su, Wenjie Li
Contextual and Feature-based Models by PolyU Team at the NTCIR-13 STC-2 Task. NTCIR (2017)
Xiaoyu Shen, Hui Su, Yanran Li, Wenjie Li, Shuzi Niu, Yang Zhao, Akiko Aizawa, Guoping Long
A Conditional Variational Framework for Dialog Generation. CoRR (2017)
Yu Lei, Wenjie Li, Ziyu Lu, Miao Zhao
Alternating Pointwise-Pairwise Learning for Personalized Item Ranking. CIKM (2017)
Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. CoRR (2017)
Qiang Chen, Chenliang Li, Wenjie Li
Modeling Language Discrepancy for Cross-Lingual Sentiment Analysis. CIKM (2017)
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. CoRR (2017)
Zhitao Wang, Chengyao Chen, Wenjie Li
Predictive Network Representation Learning for Link Prediction. SIGIR (2017)
Jianbo Ye, Yanran Li, Zhaohui Wu, James Z. Wang, Wenjie Li, Jia Li
Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering. ACL (1) (2017)
Shuming Ma, Xu Sun, Jingjing Xu, Houfeng Wang, Wenjie Li, Qi Su
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization. ACL (2) (2017)
Tong Che, Yanran Li, Athul Paul Jacob, Yoshua Bengio, Wenjie Li
Mode Regularized Generative Adversarial Networks. ICLR (Poster) (2017)
Chengyao Chen, Wenjie Li, Dehong Gao, Yuexian Hou
Exploring Interpersonal Influence by Tracking User Dynamic Interactions. IEEE Intell. Syst. 32 (3) (2017)
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. IJCNLP(1) (2017)
Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei, Yanran Li
AttSum: Joint Learning of Focusing and Summarization with Neural Attention. COLING (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wenjie Li