Event Recognition from News Webpages through Latent Ingredients Extraction. - Rui Yan 001; Yu Li 006; Yan Zhang 004; Xiaoming Li 001 (AIRS, 2010)

DVD: A Model for Event Diversified Versions Discovery. - Liang Kong 001; Rui Yan 001; Yijun He; Yan Zhang 004; Zhenwei Zhang; Li Fu (APWeb, 2011)

Efficient phrase querying with flat position index. - Dongdong Shan; Wayne Xin Zhao; Jing He 010; Rui Yan 001; Hongfei Yan; Xiaoming Li 001 (CIKM, 2011)

Citation count prediction: learning to estimate future citations for literature. - Rui Yan 001; Jie Tang 001; Xiaobing Liu; Dongdong Shan; Xiaoming Li 001 (CIKM, 2011)

Timeline Generation through Evolutionary Trans-Temporal Summarization. - Rui Yan 001; Liang Kong 001; Congrui Huang; Xiaojun Wan 001; Xiaoming Li 001; Yan Zhang 004 (EMNLP, 2011)

Summarize What You Are Interested In: An Optimization Framework for Interactive Personalized Summarization. - Rui Yan 001; Jian-Yun Nie; Xiaoming Li 001 (EMNLP, 2011)

Evolutionary timeline summarization: a balanced optimization framework via iterative substitution. - Rui Yan 001; Xiaojun Wan 001; Jahna Otterbacher; Liang Kong 001; Xiaoming Li 001; Yan Zhang 004 (SIGIR, 2011)

Mining Event Temporal Boundaries from News Corpora through Evolution Phase Discovery. - Liang Kong 001; Rui Yan 001; Han Jiang; Yan Zhang 004; Yan Gao; Li Fu (WAIM, 2011)

A finegrained digestion of news webpages through Event Snippet Extraction. - Rui Yan 001; Liang Kong 001; Yu Li 006; Yan Zhang 004; Xiaoming Li 001 (WWW (Companion Volume), 2011)

Tweet Recommendation with Graph Co-Ranking. - Rui Yan 001; Mirella Lapata; Xiaoming Li 001 (ACL (1), 2012)

Using Lexical and Thematic Knowledge for Name Disambiguation. - Jinpeng Wang 001; Wayne Xin Zhao; Rui Yan 001; Haitian Wei; Jian-Yun Nie; Xiaoming Li 001 (AIRS, 2012)

Ranking news events by influence decay and information fusion for media and users. - Liang Kong 001; Shan Jiang 001; Rui Yan 001; Shize Xu; Yan Zhang 004 (CIKM, 2012)

Visualizing timelines: evolutionary summarization via iterative reinforcement between text and image streams. - Rui Yan 001; Xiaojun Wan 001; Mirella Lapata; Wayne Xin Zhao; Pu-Jen Cheng; Xiaoming Li 001 (CIKM, 2012)

To better stand on the shoulder of giants. - Rui Yan 001; Congrui Huang; Jie Tang 001; Yan Zhang 004; Xiaoming Li 001 (JCDL, 2012)

Hierarchical Graph Summarization: Leveraging Hybrid Information through Visible and Invisible Linkage. - Rui Yan 001; Zi Yuan; Xiaojun Wan 001; Yan Zhang 004; Xiaoming Li 001 (PAKDD (2), 2012)

i, Poet: Automatic Chinese Poetry Composition through a Generative Summarization Framework under Constrained Optimization. - Rui Yan 001; Han Jiang; Mirella Lapata; Shou-De Lin; Xueqiang Lv; Xiaoming Li 001 (IJCAI, 2013)

Semantic v.s. Positions: Utilizing Balanced Proximity in Language Model Smoothing for Information Retrieval. - Rui Yan 001; Han Jiang; Mirella Lapata; Shou-De Lin; Xueqiang Lv; Xiaoming Li 001 (IJCNLP, 2013)

Unsupervised link prediction using aggregative statistics on heterogeneous social networks. - Tsung-Ting Kuo; Rui Yan 001; Yu-Yang Huang; Perng-Hwa Kung; Shou-De Lin (KDD, 2013)

Timeline generation with social attention. - Wayne Xin Zhao; Yanwei Guo; Rui Yan 001; Yulan He 001; Xiaoming Li 001 (SIGIR, 2013)

Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization. - Rui Yan 001; Xiang Li 065; Mengwen Liu; Xiaohua Hu 001 (ACL (2), 2015)

Video Popularity Prediction by Sentiment Propagation via Implicit Network. - Wanying Ding; Yue Shang; Lifan Guo; Xiaohua Hu 001; Rui Yan 001; Tingting He 003 (CIKM, 2015)

Where You Go Reveals Who You Know: Analyzing Social Ties from Millions of Footprints. - Hsun-Ping Hsieh; Rui Yan 001; Cheng-Te Li (CIKM, 2015)

Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model. - Rui Yan 001; Yiping Song; Cheng-Te Li; Ming Zhang 004; Xiaohua Hu 001 (IJCAI, 2015)

Dissecting Urban Noises from Heterogeneous Geo-Social Media and Sensor Data. - Hsun-Ping Hsieh; Rui Yan 001; Cheng-Te Li (ACM Multimedia, 2015)

I See You: Person-of-Interest Search in Social Networks. - Hsun-Ping Hsieh; Cheng-Te Li; Rui Yan 001 (SIGIR, 2015)

Tackling the Achilles Heel of Social Networks: Influence Propagation based Language Model Smoothing. - Rui Yan 001; Ian En-Hsu Yen; Cheng-Te Li; Shiqi Zhao; Xiaohua Hu 001 (WWW, 2015)

Recognizing Entailment and Contradiction by Tree-based Convolution. - Lili Mou; Rui Men; Ge Li 001; Yan Xu 013; Lu Zhang 023; Rui Yan 001; Zhi Jin (CoRR, 2015)

Backbone Language Modeling for Constrained Natural Language Generation. - Lili Mou; Rui Yan 001; Ge Li 001; Lu Zhang 023; Zhi Jin (CoRR, 2015)

Natural Language Inference by Tree-Based Convolution and Heuristic Matching. - Lili Mou; Rui Men; Ge Li 001; Yan Xu 013; Lu Zhang 023; Rui Yan 001; Zhi Jin (ACL (2), 2016)

Chinese Couplet Generation with Neural Network Structures. - Rui Yan 001; Cheng-Te Li; Xiaohua Hu 001; Ming Zhang 004 (ACL (1), 2016)

"Shall I Be Your Chat Companion?": Towards an Online Human-Computer Conversation System. - Rui Yan 001; Yiping Song; Xiangyang Zhou; Hua Wu 003 (CIKM, 2016)

Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation. - Lili Mou; Yiping Song; Rui Yan 001; Ge Li 001; Lu Zhang 023; Zhi Jin (COLING, 2016)

How Transferable are Neural Networks in NLP Applications? - Lili Mou; Zhao Meng; Rui Yan 001; Ge Li 001; Yan Xu 013; Lu Zhang 023; Zhi Jin (EMNLP, 2016)

Multi-view Response Selection for Human-Computer Conversation. - Xiangyang Zhou; Daxiang Dong; Hua Wu 003; Shiqi Zhao; Dianhai Yu; Hao Tian 005; Xuan Liu; Rui Yan 001 (EMNLP, 2016)

StalemateBreaker: A Proactive Content-Introducing Approach to Automatic Human-Computer Conversation. - Xiang Li 065; Lili Mou; Rui Yan 001; Ming Zhang 004 (IJCAI, 2016)

Dialogue Session Segmentation by Embedding-Enhanced TextTiling. - Yiping Song; Lili Mou; Rui Yan 001; Li Yi; Zinan Zhu; Xiaohua Hu 001; Ming Zhang 004 (INTERSPEECH, 2016)

Revisiting Random Binning Features: Fast Convergence and Strong Parallelizability. - Lingfei Wu 001; Ian En-Hsu Yen; Jie Chen 007; Rui Yan 001 (KDD, 2016)

Will I Win Your Favor? Predicting the Success of Altruistic Requests. - Hsun-Ping Hsieh; Rui Yan 001; Cheng-Te Li (PAKDD (1), 2016)

Learning to Respond with Deep Neural Networks for Retrieval-Based Human-Computer Conversation System. - Rui Yan 001; Yiping Song; Hua Wu 003 (SIGIR, 2016)

Socialized Language Model Smoothing via Bi-directional Influence Propagation on Social Networks. - Rui Yan 001; Cheng-Te Li; Hsun-Ping Hsieh; Po Hu; Xiaohua Hu 001; Tingting He 003 (WWW, 2016)

Two are Better than One: An Ensemble of Retrieval- and Generation-Based Dialog Systems. - Yiping Song; Rui Yan 001; Xiang Li 065; Dongyan Zhao 001; Ming Zhang 004 (CoRR, 2016)

Neural Emoji Recommendation in Dialogue Systems. - Ruobing Xie; Zhiyuan Liu 001; Rui Yan 001; Maosong Sun 001 (CoRR, 2016)

Enriching Cold Start Personalized Language Model Using Social Network Information. - Yu-Yang Huang; Rui Yan 001; Tsung-Ting Kuo; Shou-De Lin (Int. J. Comput. Linguistics Chin. Lang. Process., 2016)

Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix. - Bingfeng Luo; Yansong Feng 002; Zheng Wang 001; Zhanxing Zhu; Songfang Huang; Rui Yan 001; Dongyan Zhao 001 (ACL (1), 2017)

How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models. - Zhiliang Tian; Rui Yan 001; Lili Mou; Yiping Song; Yansong Feng 002; Dongyan Zhao 001 (ACL (2), 2017)

Joint Emoji Classification and Embedding Learning. - Xiang Li 065; Rui Yan 001; Ming Zhang 004 (APWeb/WAIM (2), 2017)

Towards Implicit Content-Introducing for Generative Short-Text Conversation Systems. - Lili Yao; Yaoyuan Zhang; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2017)

Diversifying Neural Conversation Model with Maximal Marginal Relevance. - Yiping Song; Zhiliang Tian; Dongyan Zhao 001; Ming Zhang 004; Rui Yan 001 (IJCNLP(2), 2017)

A Dual Attentive Neural Network Framework with Community Metadata for Answer Selection. - Zhiqiang Liu; Mengzhang Li; Tianyu Bai; Rui Yan 001; Yan Zhang 004 (NLPCC, 2017)

Joint Learning of Response Ranking and Next Utterance Suggestion in Human-Computer Conversation System. - Rui Yan 001; Dongyan Zhao 001; Weinan E (SIGIR, 2017)

A Constrained Sequence-to-Sequence Neural Model for Sentence Simplification. - Yaoyuan Zhang; Zhenxu Ye; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2017)

Which used product is more sellable? A time-aware approach. - Mengwen Liu; Wanying Ding; Dae Hoon Park; Yi Fang 008; Rui Yan 001; Xiaohua Hu 001 (Inf. Retr. J., 2017)

Style Transfer in Text: Exploration and Evaluation. - Zhenxin Fu; Xiaoye Tan; Nanyun Peng 001; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2018)

Towards a Neural Conversation Model With Diversity Net Using Determinantal Point Processes. - Yiping Song; Rui Yan 001; Yansong Feng 002; Yaoyuan Zhang; Dongyan Zhao 001; Ming Zhang 004 (AAAI, 2018)

RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems. - Chongyang Tao; Lili Mou; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2018)

Scale Up Event Extraction Learning via Automatic Training Data Generation. - Ying Zeng; Yansong Feng 002; Rong Ma; Zheng Wang 001; Rui Yan 001; Chongde Shi; Dongyan Zhao 001 (AAAI, 2018)

Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding. - Bingfeng Luo; Yansong Feng 002; Zheng Wang 001; Songfang Huang; Rui Yan 001; Dongyan Zhao 001 (ACL (1), 2018)

Modeling discourse cohesion for discourse parsing via memory network. - Yanyan Jia; Yuan Ye 001; Yansong Feng 002; Yuxuan Lai; Rui Yan 001; Dongyan Zhao 001 (ACL (2), 2018)

Iterative Document Representation Learning Towards Summarization with Polishing. - Xiuying Chen; Shen Gao; Chongyang Tao; Yan Song 003; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2018)

Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training. - Juntao Li; Yan Song 003; Haisong Zhang; Dongmin Chen; Shuming Shi 001; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2018)

Aspect-based Question Generation. - Wenpeng Hu; Bing Liu 001; Jinwen Ma; Dongyan Zhao 001; Rui Yan 001 (ICLR (Workshop), 2018)

Learning to Converse with Noisy Data: Generation with Calibration. - Mingyue Shang; Zhenxin Fu; Nanyun Peng 001; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2018)

An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems. - Yiping Song; Cheng-Te Li; Jian-Yun Nie; Ming Zhang 004; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 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)

One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning. - Xiaowei Tong; Zhenxin Fu; Mingyue Shang; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2018)

Smarter Response with Proactive Suggestion: A New Generative Neural Conversation Paradigm. - Rui Yan 001; Dongyan Zhao 001 (IJCAI, 2018)

Coupled Context Modeling for Deep Chit-Chat: Towards Conversations between Human and Computer. - Rui Yan 001; Dongyan Zhao 001 (KDD, 2018)

Overview of the NLPCC 2018 Shared Task: Multi-turn Human-Computer Conversations. - Juntao Li; Rui Yan 001 (NLPCC (2), 2018)

When Less Is More: Using Less Context Information to Generate Better Utterances in Group Conversations. - Haisong Zhang; Zhangming Chan; Yan Song 003; Dongyan Zhao 001; Rui Yan 001 (NLPCC (1), 2018)

A NeuRetrieval Model for Human-Computer Conversations. - Rui Yan 001; Dongyan Zhao 001 (WWW (Companion Volume), 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)

Chat More If You Like: Dynamic Cue Words Planning to Flow Longer Conversations. - Lili Yao; Ruijian Xu; Chao Li; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2018)

Team formation with influence maximization for influential event organization on social networks. - Cheng-Te Li; Mei-Yuan Huang; Rui Yan 001 (World Wide Web, 2018)

Abstractive Text Summarization by Incorporating Reader Comments. - Shen Gao; Xiuying Chen; Piji Li; Zhaochun Ren; Lidong Bing; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2019)

Learning to Write Stories with Thematic Consistency and Wording Novelty. - Juntao Li; Lidong Bing; Lisong Qiu; Dongmin Chen; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2019)

Insufficient Data Can Also Rock! Learning to Converse Using Smaller Data with Augmentation. - Juntao Li; Lisong Qiu; Bo Tang 016; Dongmin Chen; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2019)

Find a Reasonable Ending for Stories: Does Logic Relation Help the Story Cloze Test? - Mingyue Shang; Zhenxin Fu; Hongzhi Yin; Bo Tang 016; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2019)

Plan-and-Write: Towards Better Automatic Storytelling. - Lili Yao; Nanyun Peng 001; Ralph M. Weischedel; Kevin Knight; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2019)

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)

Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References. - Lisong Qiu; Juntao Li; Wei Bi; 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)

Query-bag Matching with Mutual Coverage for Information-seeking Conversations in E-commerce. - Zhenxin Fu; Feng Ji; Wenpeng Hu; Wei Zhou; Dongyan Zhao 001; Haiqing Chen; Rui Yan 001 (CIKM, 2019)

Towards Effective and Interpretable Person-Job Fitting. - Ran Le; Wenpeng Hu; Yang Song 021; Tao Zhang 070; Dongyan Zhao 001; Rui Yan 001 (CIKM, 2019)

Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation. - Zhangming Chan; Xiuying Chen; Yongliang Wang; Juntao Li; Zhiqiang Zhang 011; Kun Gai; Dongyan Zhao 001; Rui Yan 001 (EMNLP/IJCNLP (1), 2019)

Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders. - Zhangming Chan; Juntao Li; Xiaopeng Yang; Xiuying Chen; Wenpeng Hu; Dongyan Zhao 001; Rui Yan 001 (EMNLP/IJCNLP (1), 2019)

How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing. - Shen Gao; Xiuying Chen; Piji Li; Zhangming Chan; Dongyan Zhao 001; Rui Yan 001 (EMNLP/IJCNLP (1), 2019)

Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations. - Ran Le; Wenpeng Hu; Mingyue Shang; Zhenjun You; Lidong Bing; Dongyan Zhao 001; Rui Yan 001 (EMNLP/IJCNLP (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)

Semi-supervised Text Style Transfer: Cross Projection in Latent Space. - Mingyue Shang; Piji Li; Zhenxin Fu; Lidong Bing; Dongyan Zhao 001; Shuming Shi 001; Rui Yan 001 (EMNLP/IJCNLP (1), 2019)

AIR: Attentional Intention-Aware Recommender Systems. - Tong Chen 005; Hongzhi Yin; Hongxu Chen 002; Rui Yan 001; Quoc Viet Hung Nguyen; Xue Li 001 (ICDE, 2019)

Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation. - Wenpeng Hu; Zhou Lin; Bing Liu 001; Chongyang Tao; Zhengwei Tao; Jinwen Ma; Dongyan Zhao 001; Rui Yan 001 (ICLR (Poster), 2019)

Learning towards Abstractive Timeline Summarization. - Xiuying Chen; Zhangming Chan; Shen Gao; Meng-Hsuan Yu; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2019)

GSN: A Graph-Structured Network for Multi-Party Dialogues. - Wenpeng Hu; Zhangming Chan; Bing Liu 001; Dongyan Zhao 001; Jinwen Ma; Rui Yan 001 (IJCAI, 2019)

Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs. - Yuting Wu; Xiao Liu 032; Yansong Feng 002; Zheng Wang 001; Rui Yan 001; Dongyan Zhao 001 (IJCAI, 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)

Interview Choice Reveals Your Preference on the Market: To Improve Job-Resume Matching through Profiling Memories. - Rui Yan 001; Ran Le; Yang Song 021; Tao Zhang 070; Xiangliang Zhang 001; Dongyan Zhao 001 (KDD, 2019)

Multilingual Dialogue Generation with Shared-Private Memory. - Chen Chen; Lisong Qiu; Zhenxin Fu; Junfei Liu; Rui Yan 001 (NLPCC (1), 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)

Classification over Clustering: Augmenting Text Representation with Clusters Helps! - Xiaoye Tan; Rui Yan 001; Chongyang Tao; Mingrui Wu (NLPCC (2), 2019)

Boosting Variational Generative Model via Condition Enhancing and Lexical-Editing. - Zhengwei Tao; Waiman Si; Juntao Li; Dongyan Zhao 001; Rui Yan 001 (PRICAI (1), 2019)

EnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text Conversation. - Jiayi Zhang; Chongyang Tao; Zhenjing Xu; Qiaojing Xie; Wei Chen; Rui Yan 001 (SIGIR, 2019)

Product-Aware Answer Generation in E-Commerce Question-Answering. - Shen Gao; Zhaochun Ren; Yihong Eric Zhao; Dongyan Zhao 001; Dawei Yin; Rui Yan 001 (WSDM, 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)

BoFGAN: Towards A New Structure of Backward-or-Forward Generative Adversarial Nets. - M. K. Sophie Chen; Xinyi Lin; Wei Chen; Rui Yan 001 (WWW, 2019)

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

Mimicking Human Process: Text Representation via Latent Semantic Clustering for Classification. - Xiaoye Tan; Rui Yan 001; Chongyang Tao; Mingrui Wu (CoRR, 2019)

Multilingual Dialogue Generation with Shared-Private Memory. - Chen Chen; Lisong Qiu; Zhenxin Fu; Dongyan Zhao 001; Junfei Liu; Rui Yan 001 (CoRR, 2019)

RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search. - Xiuying Chen; Daorui Xiao; Shen Gao; Guojun Liu; Wei Lin; Bo Zheng; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2019)

Learning to Customize Language Model for Generation-based dialog systems. - Yiping Song; Zequn Liu; Wei Bi; Rui Yan 001; Ming Zhang 004 (CoRR, 2019)

Transformation of Dense and Sparse Text Representations. - Wenpeng Hu; Mengyu Wang 002; Bing Liu 001; Feng Ji; Haiqing Chen; Dongyan Zhao 001; Jinwen Ma; Rui Yan 001 (CoRR, 2019)

RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search (Student Abstract). - Xiuying Chen; Daorui Xiao; Shen Gao; Guojun Liu; Wei Lin; Bo Zheng; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2020)

Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce. - Juntao Li; Chang Liu 076; Jian Wang; Lidong Bing; Hongsong Li; Xiaozhong Liu; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2020)

A Character-Centric Neural Model for Automated Story Generation. - Danyang Liu; Juntao Li; Meng-Hsuan Yu; Ziming Huang; Gongshen Liu; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2020)

Learning Sense Representation from Word Representation for Unsupervised Word Sense Disambiguation (Student Abstract). - Jie Wang; Zhenxin Fu; Moxin Li; Haisong Zhang; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2020)

Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder. - Meng-Hsuan Yu; Juntao Li; Danyang Liu; Bo Tang 016; Haisong Zhang; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2020)

Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks. - Yiping Song; Zequn Liu; Wei Bi; Rui Yan 001; Ming Zhang 004 (ACL, 2020)

Query-to-Session Matching: Do NOT Forget History and Future during Response Selection for Multi-Turn Dialogue Systems. - Zhenxin Fu; Shaobo Cui 001; Feng Ji; Ji Zhang 011; Haiqing Chen; Dongyan Zhao 001; Rui Yan 001 (CIKM, 2020)

Learning to Detect Relevant Contexts and Knowledge for Response Selection in Retrieval-based Dialogue Systems. - Kai Hua; Zhiyuan Feng; Chongyang Tao; Rui Yan 001; Lu Zhang 023 (CIKM, 2020)

Plan-CVAE: A Planning-Based Conditional Variational Autoencoder for Story Generation. - Lin Wang; Juntao Li; Dongyan Zhao 001; Rui Yan 001 (CNCL, 2020)

Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence Modeling. - Wenpeng Hu; Ran Le; Bing Liu 001; Jinwen Ma; Dongyan Zhao 001; Rui Yan 001 (COLING, 2020)

Simplifying Graph Attention Networks with Source-Target Separation. - Hantao Guo; Rui Yan 001; Yansong Feng 002; Xuesong Gao; Zhanxing Zhu (ECAI, 2020)

Selection and Generation: Learning towards Multi-Product Advertisement Post Generation. - Zhangming Chan; Yuchi Zhang; Xiuying Chen; Shen Gao; Zhiqiang Zhang 011; Dongyan Zhao 001; Rui Yan 001 (EMNLP (1), 2020)

Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training. - Wanwei He; Min Yang 007; Rui Yan 001; Chengming Li; Ying Shen 001; Ruifeng Xu 001 (EMNLP (1), 2020)

VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles. - Mingzhe Li 001; Xiuying Chen; Shen Gao; Zhangming Chan; Dongyan Zhao 001; Rui Yan 001 (EMNLP (1), 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)

From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information. - Shen Gao; Xiuying Chen; Zhaochun Ren; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2020)

Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model. - Juntao Li; Ruidan He; Hai Ye; Hwee Tou Ng; Lidong Bing; Rui Yan 001 (IJCAI, 2020)

Adaptively Multi-Objective Adversarial Training for Dialogue Generation. - Xuemiao Zhang; Zhouxing Tan; Xiaoning Zhang; Yang Cao; Rui Yan 001 (IJCAI, 2020)

Context-to-Session Matching: Utilizing Whole Session for Response Selection in Information-Seeking Dialogue Systems. - Zhenxin Fu; Shaobo Cui 001; Mingyue Shang; Feng Ji; Dongyan Zhao 001; Haiqing Chen; Rui Yan 001 (KDD, 2020)

Be Aware of the Hot Zone: A Warning System of Hazard Area Prediction to Intervene Novel Coronavirus COVID-19 Outbreak. - Zhenxin Fu; Yu Wu; Hailei Zhang; Yichuan Hu; Dongyan Zhao 001; Rui Yan 001 (SIGIR, 2020)

What If Bots Feel Moods? - Lisong Qiu; Yingwai Shiu; Pingping Lin; Ruihua Song; Yue Liu; Dongyan Zhao 001; Rui Yan 001 (SIGIR, 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)

Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog. - Shen Gao; Xiuying Chen; Chang Liu 076; Li Liu; Dongyan Zhao 001; Rui Yan 001 (WWW, 2020)

Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension. - Xiuying Chen; Zhi Cui; Jiayi Zhang; Chen Wei; Jianwei Cui 002; Bin Wang 004; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2021)

Predictive Adversarial Learning from Positive and Unlabeled Data. - Wenpeng Hu; Ran Le; Bing Liu 001; Feng Ji; Jinwen Ma; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2021)

The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement. - Mingzhe Li 001; Xiuying Chen; Min Yang 007; Shen Gao; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2021)

Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues. - Ruijian Xu; Chongyang Tao; Daxin Jiang; Xueliang Zhao; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2021)

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)

Content Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic Storytelling. - Meng-Hsuan Yu; Juntao Li; Zhangming Chan; Rui Yan 001; Dongyan Zhao 001 (AAAI, 2021)

Enhancing the Open-Domain Dialogue Evaluation in Latent Space. - Zhangming Chan; Lemao Liu; Juntao Li; Haisong Zhang; Dongyan Zhao 001; Shuming Shi 001; Rui Yan 001 (ACL/IJCNLP (Findings), 2021)

Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation. - Xiuying Chen; Hind Alamro; Mingzhe Li 001; Shen Gao; Xiangliang Zhang 001; Dongyan Zhao 001; Rui Yan 001 (ACL/IJCNLP (1), 2021)

BioGen: Generating Biography Summary under Table Guidance on Wikipedia. - Shen Gao; Xiuying Chen; Chang Liu 076; Dongyan Zhao 001; Rui Yan 001 (ACL/IJCNLP (Findings), 2021)

A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations. - Chongyang Tao; Changyu Chen; Jiazhan Feng; Ji-Rong Wen; Rui Yan 001 (ACL/IJCNLP (1), 2021)

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

Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study. - Chongyang Tao; Shen Gao; Juntao Li; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (NAACL-HLT, 2021)

Stylized Dialogue Generation with Multi-Pass Dual Learning. - Jinpeng Li 003; Yingce Xia; Rui Yan 001; Hongda Sun 001; Dongyan Zhao 001; Tie-Yan Liu (NeurIPS, 2021)

WULAI-QA: Web Understanding and Learning with AI towards Document-based Question Answering against COVID-19. - Yuan Zhang; Xiaoqing Zhang; Yichuan Hu; Guanchun Wang; Rui Yan 001 (WSDM, 2021)

Multilingual COVID-QA: Learning towards Global Information Sharing via Web Question Answering in Multiple Languages. - Rui Yan 001; Weiheng Liao; Jianwei Cui 002; Hailei Zhang; Yichuan Hu; Dongyan Zhao 001 (WWW, 2021)

How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution. - Mingfei Guo; Xiuying Chen; Juntao Li; Dongyan Zhao 001; Rui Yan 001 (WWW (Companion Volume), 2021)

Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots. - Juntao Li; Chang Liu 076; Chongyang Tao; Zhangming Chan; Dongyan Zhao 001; Min Zhang 005; Rui Yan 001 (CoRR, 2021)

CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. - Yuan Yao 013; Qingxiu Dong; Jian Guan 002; Boxi Cao; Zhengyan Zhang; Chaojun Xiao; Xiaozhi Wang; Fanchao Qi; Junwei Bao 001; Jinran Nie; Zheni Zeng; Yuxian Gu; et al. (CoRR, 2021)

Learning to Respond with Your Favorite Stickers: A Framework of Unifying Multi-Modality and User Preference in Multi-Turn Dialog. - Shen Gao; Xiuying Chen; Li Liu; Dongyan Zhao 001; Rui Yan 001 (ACM Trans. Inf. Syst., 2021)

Meaningful Answer Generation of E-Commerce Question-Answering. - Shen Gao; Xiuying Chen; Zhaochun Ren; Dongyan Zhao 001; Rui Yan 001 (ACM Trans. Inf. Syst., 2021)

Dialogue History Matters! Personalized Response Selection in Multi-Turn Retrieval-Based Chatbots. - Juntao Li; Chang Liu 076; Chongyang Tao; Zhangming Chan; Dongyan Zhao 001; Min Zhang 005; Rui Yan 001 (ACM Trans. Inf. Syst., 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)

Multi-Response Awareness for Retrieval-Based Conversations: Respond with Diversity via Dynamic Representation Learning. - Rui Yan 001; Weiheng Liao; Dongyan Zhao 001; Ji-Rong Wen (ACM Trans. Inf. Syst., 2021)

ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation. - Chang Liu 076; Xu Tan 003; Chongyang Tao; Zhenxin Fu; Dongyan Zhao 001; Tie-Yan Liu; Rui Yan 001 (ACL (1), 2022)

There Are a Thousand Hamlets in a Thousand People's Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory. - Tingchen Fu; Xueliang Zhao; Chongyang Tao; Ji-Rong Wen; Rui Yan 001 (ACL (1), 2022)

Finding the Dominant Winning Ticket in Pre-Trained Language Models. - Zhuocheng Gong; Di He 001; Yelong Shen; Tie-Yan Liu; Weizhu Chen; Dongyan Zhao 001; Ji-Rong Wen; Rui Yan 001 (ACL (Findings), 2022)

Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation. - Mingzhe Li 001; Xiexiong Lin; Xiuying Chen; Jinxiong Chang; Qishen Zhang; Feng Wang; Taifeng Wang; Zhongyi Liu; Wei Chu; Dongyan Zhao 001; Rui Yan 001 (ACL (1), 2022)

MISC: A Mixed Strategy-Aware Model integrating COMET for Emotional Support Conversation. - Quan Tu; Yanran Li; Jianwei Cui 002; Bin Wang 004; Ji-Rong Wen; Rui Yan 001 (ACL (1), 2022)

Personalized Query Suggestion with Searching Dynamic Flow for Online Recruitment. - Zile Zhou; Xiao Zhou 005; Mingzhe Li 001; Yang Song 021; Tao Zhang 070; Rui Yan 001 (CIKM, 2022)

Object-aware Video-language Pre-training for Retrieval. - Alex Jinpeng Wang; Yixiao Ge; Guanyu Cai; Rui Yan 001; Xudong Lin 003; Ying Shan; Xiaohu Qie; Mike Zheng Shou (CVPR, 2022)

Scientific Paper Extractive Summarization Enhanced by Citation Graphs. - Xiuying Chen; Mingzhe Li 001; Shen Gao; Rui Yan 001; Xin Gao 001; Xiangliang Zhang 001 (EMNLP, 2022)

Neural Machine Translation with Contrastive Translation Memories. - Xin Cheng 002; Shen Gao; Lemao Liu; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2022)

How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection. - Jiazhan Feng; Chongyang Tao; Chang Liu 076; Rui Yan 001; Dongyan Zhao 001 (EMNLP (Findings), 2022)

Summarizing Procedural Text: Data and Approach. - Shen Gao; Haotong Zhang 001; Xiuying Chen; Rui Yan 001; Dongyan Zhao 001 (EMNLP (Findings), 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)

There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning. - Xueliang Zhao; Tingchen Fu; Chongyang Tao; Rui Yan 001 (EMNLP, 2022)

Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure. - Xueliang Zhao; Lemao Liu; Tingchen Fu; Shuming Shi 001; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2022)

Target-Side Input Augmentation for Sequence to Sequence Generation. - Shufang Xie 003; Ang Lv; Yingce Xia; Lijun Wu 003; Tao Qin 001; Tie-Yan Liu; Rui Yan 001 (ICLR, 2022)

RetroGraph: Retrosynthetic Planning with Graph Search. - Shufang Xie 003; Rui Yan 001; Peng Han 005; Yingce Xia; Lijun Wu 003; Chenjuan Guo; Bin Yang 002; Tao Qin 001 (KDD, 2022)

Personalized Chit-Chat Generation for Recommendation Using External Chat Corpora. - Changyu Chen; Xiting Wang; Xiaoyuan Yi; Fangzhao Wu; Xing Xie 001; Rui Yan 001 (KDD, 2022)

Cross-modal Token Selection for Video Understanding. - Liyong Pan; Zechao Li; Henghao Zhao; Rui Yan 001 (HCMA@MM, 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)

Egocentric Video-Language Pretraining. - Kevin Qinghong Lin; Jinpeng Wang 001; Mattia Soldan; Michael Wray; Rui Yan 001; Eric Zhongcong Xu; Difei Gao; Rong-Cheng Tu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; et al. (NeurIPS, 2022)

Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records. - Hongda Sun 001; Shufang Xie 003; Shuqi Li; Yuhan Chen 001; Ji-Rong Wen; Rui Yan 001 (NeurIPS, 2022)

Target-aware Abstractive Related Work Generation with Contrastive Learning. - Xiuying Chen; Hind Alamro; Mingzhe Li 001; Shen Gao; Rui Yan 001; Xin Gao 001; Xiangliang Zhang 001 (SIGIR, 2022)

Conversational Recommendation via Hierarchical Information Modeling. - Quan Tu; Shen Gao; Yanran Li; Jianwei Cui 002; Bin Wang 004; Rui Yan 001 (SIGIR, 2022)

HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling. - Shen Gao; Yuchi Zhang; Yongliang Wang; Yang Dong; Xiuying Chen; Dongyan Zhao 001; Rui Yan 001 (WSDM, 2022)

All in One: Exploring Unified Video-Language Pre-training. - Alex Jinpeng Wang; Yixiao Ge; Rui Yan 001; Yuying Ge; Xudong Lin 003; Guanyu Cai; Jianping Wu; Ying Shan; Xiaohu Qie; Mike Zheng Shou (CoRR, 2022)

Revitalize Region Feature for Democratizing Video-Language Pre-training. - Guanyu Cai; Yixiao Ge; Alex Jinpeng Wang; Rui Yan 001; Xudong Lin 003; Ying Shan; Lianghua He; Xiaohu Qie; Jianping Wu; Mike Zheng Shou (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)

Egocentric Video-Language Pretraining. - Kevin Qinghong Lin; Alex Jinpeng Wang; Mattia Soldan; Michael Wray; Rui Yan 001; Eric Zhongcong Xu; Difei Gao; Rong-Cheng Tu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; et al. (CoRR, 2022)

Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022. - Kevin Qinghong Lin; Alex Jinpeng Wang; Rui Yan 001; Eric Zhongcong Xu; Rong-Cheng Tu; Yanru Zhu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; Wei Liu 005; Mike Zheng Shou (CoRR, 2022)

Egocentric Video-Language Pretraining @ Ego4D Challenge 2022. - Kevin Qinghong Lin; Alex Jinpeng Wang; Mattia Soldan; Michael Wray; Rui Yan 001; Eric Zhongcong Xu; Difei Gao; Rong-Cheng Tu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; et al. (CoRR, 2022)

Deep Learning for Dialogue Systems: Chit-Chat and Beyond. - Rui Yan 001; Juntao Li; Zhou Yu (Found. Trends Inf. Retr., 2022)

Learning towards conversational AI: A survey. - Tingchen Fu; Sheng Gao 001; Xueliang Zhao; Ji-Rong Wen; Rui Yan 001 (AI Open, 2022)

Retrosynthesis Prediction with Local Template Retrieval. - Shufang Xie 003; Rui Yan 001; Junliang Guo; Yingce Xia; Lijun Wu 003; Tao Qin 001 (AAAI, 2023)

Learning towards Selective Data Augmentation for Dialogue Generation. - Xiuying Chen; Mingzhe Li 001; Jiayi Zhang; Xiaoqiang Xia; Chen Wei; Jianwei Cui 002; Xin Gao 001; Xiangliang Zhang 001; Rui Yan 001 (AAAI, 2023)

PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability. - Shuqi Li; Weiheng Liao; Yuhan Chen 001; Rui Yan 001 (AAAI, 2023)

ConvNTM: Conversational Neural Topic Model. - Hongda Sun 001; Quan Tu; Jinpeng Li 003; Rui Yan 001 (AAAI, 2023)

Decouple knowledge from paramters for plug-and-play language modeling. - Xin Cheng 002; Yankai Lin; Xiuying Chen; Dongyan Zhao 001; Rui Yan 001 (ACL (Findings), 2023)

On the Compositional Generalization in Versatile Open-domain Dialogue. - Tingchen Fu; Xueliang Zhao; Lemao Liu; Rui Yan 001 (ACL (1), 2023)

Dialogue Summarization with Static-Dynamic Structure Fusion Graph. - Shen Gao; Xin Cheng 002; Mingzhe Li 001; Xiuying Chen; Jinpeng Li 003; Dongyan Zhao 001; Rui Yan 001 (ACL (1), 2023)

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)

Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction. - Di Luo; Weiheng Liao; Shuqi Li; Xin Cheng 002; Rui Yan 001 (ACL (1), 2023)

Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation. - Ang Lv; Jinpeng Li 003; Shufang Xie 003; Rui Yan 001 (ACL (1), 2023)

DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations. - Ang Lv; Jinpeng Li 003; Yuhan Chen 001; Gao Xing; Ji Zhang 011; Rui Yan 001 (ACL (1), 2023)

SSP: Self-Supervised Post-training for Conversational Search. - Quan Tu; Shen Gao; Xiaolong Wu; Zhao Cao; Ji-Rong Wen; Rui Yan 001 (ACL (Findings), 2023)

SORTIE: Dependency-Aware Symbolic Reasoning for Logical Data-to-text Generation. - Xueliang Zhao; Tingchen Fu; Lemao Liu; Lingpeng Kong; Shuming Shi 001; Rui Yan 001 (ACL (Findings), 2023)

All in One: Exploring Unified Video-Language Pre-Training. - Jinpeng Wang 001; Yixiao Ge; Rui Yan 001; Yuying Ge; Kevin Qinghong Lin; Satoshi Tsutsui; Xudong Lin 003; Guanyu Cai; Jianping Wu; Ying Shan; Xiaohu Qie; Mike Zheng Shou (CVPR, 2023)

Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation. - Jinpeng Li 003; Zekai Zhang; Xiuying Chen; Dongyan Zhao 001; Rui Yan 001 (EMNLP (Findings), 2023)

Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue. - Tingchen Fu; Xueliang Zhao; Lemao Liu; Rui Yan 001 (EMNLP (Findings), 2023)

Improving Input-label Mapping with Demonstration Replay for In-context Learning. - Zhuocheng Gong; Jiahao Liu; Qifan Wang 001; Jingang Wang; Xunliang Cai; Dongyan Zhao 001; Rui Yan 001 (EMNLP (Findings), 2023)

Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression. - Jiduan Liu; Jiahao Liu; Qifan Wang 001; Jingang Wang; Xunliang Cai; Dongyan Zhao 001; Ran Wang; Rui Yan 001 (EMNLP (Findings), 2023)

BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations. - Qizhi Pei; Wei Zhang; Jinhua Zhu 001; Kehan Wu; Kaiyuan Gao; Lijun Wu 003; Yingce Xia; Rui Yan 001 (EMNLP, 2023)

UniVTG: Towards Unified Video-Language Temporal Grounding. - Kevin Qinghong Lin; Pengchuan Zhang; Joya Chen; Shraman Pramanick; Difei Gao; Alex Jinpeng Wang; Rui Yan 001; Mike Zheng Shou (ICCV, 2023)

Semi-Offline Reinforcement Learning for Optimized Text Generation. - Changyu Chen; Xiting Wang; Yiqiao Jin; Victor Ye Dong; Li Dong; Jie Cao; Yi Liu; Rui Yan 001 (ICML, 2023)

Delving into Global Dialogue Structures: Structure Planning Augmented Response Selection for Multi-turn Conversations. - Tingchen Fu; Xueliang Zhao; Rui Yan 001 (KDD, 2023)

Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory. - Xin Cheng 002; Di Luo; Xiuying Chen; Lemao Liu; Dongyan Zhao 001; Rui Yan 001 (NeurIPS, 2023)

FABind: Fast and Accurate Protein-Ligand Binding. - Qizhi Pei; Kaiyuan Gao; Lijun Wu 003; Jinhua Zhu 001; Yingce Xia; Shufang Xie 003; Tao Qin 001; Kun He 001; Tie-Yan Liu; Rui Yan 001 (NeurIPS, 2023)

SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents. - Shuzheng Si; Wentao Ma; Haoyu Gao; Yuchuan Wu; Ting-En Lin; Yinpei Dai; Hangyu Li 003; Rui Yan 001; Fei Huang 002; Yongbin Li (NeurIPS, 2023)

Overview of the NLPCC 2023 Shared Task 9: User Feedback Prediction and Response Generation. - Hanlin Teng; Hongda Sun 001; Wei Liu 005; Shuang Dong; Rui Yan 001; Jian Luan 001; Bin Wang 004 (NLPCC (3), 2023)

EZInterviewer: To Improve Job Interview Performance with Mock Interview Generator. - Mingzhe Li 001; Xiuying Chen; Weiheng Liao; Yang Song 021; Tao Zhang 070; Dongyan Zhao 001; Rui Yan 001 (WSDM, 2023)

Learning Disentangled Representation via Domain Adaptation for Dialogue Summarization. - Jinpeng Li 003; Yingce Xia; Xin Cheng 002; Dongyan Zhao 001; Rui Yan 001 (WWW, 2023)

Lower Risks, Better Choices: Stock Correlation Based Portfolio Selection in Stock Markets. - Di Luo; Weiheng Liao; Rui Yan 001 (WWW (Companion Volume), 2023)

Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order. - Xiuying Chen; Mingzhe Li 001; Shen Gao; Zhangming Chan; Dongyan Zhao 001; Xin Gao 001; Xiangliang Zhang 001; Rui Yan 001 (CoRR, 2023)

Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately. - Xin Cheng 002; Shen Gao; Yuchi Zhang; Yongliang Wang; Xiuying Chen; Mingzhe Li 001; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2023)

ResiDual: Transformer with Dual Residual Connections. - Shufang Xie 003; Huishuai Zhang; Junliang Guo; Xu Tan 003; Jiang Bian 002; Hany Hassan Awadalla; Arul Menezes; Tao Qin 001; Rui Yan 001 (CoRR, 2023)

GETMusic: Generating Any Music Tracks with a Unified Representation and Diffusion Framework. - Ang Lv; Xu Tan 003; Peiling Lu; Wei Ye 004; Shikun Zhang; Jiang Bian 002; Rui Yan 001 (CoRR, 2023)

SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue in Multiple Domains. - Shuzheng Si; Wentao Ma; Yuchuan Wu; Yinpei Dai; Haoyu Gao; Ting-En Lin; Hangyu Li 003; Rui Yan 001; Fei Huang 002; Yongbin Li (CoRR, 2023)

Enhancing Job Recommendation through LLM-based Generative Adversarial Networks. - Yingpeng Du; Di Luo; Rui Yan 001; Hongzhi Liu 001; Yang Song 021; Hengshu Zhu; Jie Zhang 002 (CoRR, 2023)

CharacterChat: Learning towards Conversational AI with Personalized Social Support. - Quan Tu; Chuanqi Chen; Jinpeng Li 003; Yanran Li; Shuo Shang; Dongyan Zhao 001; Ran Wang; Rui Yan 001 (CoRR, 2023)

DiffusionVMR: Diffusion Model for Video Moment Retrieval. - Henghao Zhao; Kevin Qinghong Lin; Rui Yan 001; Zechao Li (CoRR, 2023)

Dataset Condensation via Generative Model. - David Junhao Zhang; Heng Wang; Chuhui Xue; Rui Yan 001; Wenqing Zhang; Song Bai 001; Mike Zheng Shou (CoRR, 2023)

Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression. - Jiduan Liu; Jiahao Liu; Qifan Wang 001; Jingang Wang; Xunliang Cai; Dongyan Zhao 001; Ran Lucien Wang; Rui Yan 001 (CoRR, 2023)

From Indeterminacy to Determinacy: Augmenting Logical Reasoning Capabilities with Large Language Models. - Hongda Sun 001; Weikai Xu; Wei Liu 005; Jian Luan 001; Bin Wang 004; Shuo Shang; Ji-Rong Wen; Rui Yan 001 (CoRR, 2023)

Are We Falling in a Middle-Intelligence Trap? An Analysis and Mitigation of the Reversal Curse. - Ang Lv; Kaiyi Zhang; Shufang Xie 003; Quan Tu; Yuhan Chen 001; Ji-Rong Wen; Rui Yan 001 (CoRR, 2023)

Follow the Timeline! Generating an Abstractive and Extractive Timeline Summary in Chronological Order. - Xiuying Chen; Mingzhe Li 001; Shen Gao; Zhangming Chan; Dongyan Zhao 001; Xin Gao 001; Xiangliang Zhang 001; Rui Yan 001 (ACM Trans. Inf. Syst., 2023)

Breaking the barriers of data scarcity in drug-target affinity prediction. - Qizhi Pei; Lijun Wu 003; Jinhua Zhu 001; Yingce Xia; Shufang Xie 003; Tao Qin 001; Haiguang Liu; Tie-Yan Liu; Rui Yan 001 (Briefings Bioinform., 2023)

A Trend of AI Conference Convergence in Similarity: An Empirical Study Through Trans-Temporal Heterogeneous Graph. - Shen Gao; Haotong Zhang 001; Xiuying Chen; Chongyang Tao; Dongyan Zhao 001; Rui Yan 001 (IEEE Trans. Knowl. Data Eng., 2023)

Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks. - Yingpeng Du; Di Luo; Rui Yan 001; Xiaopei Wang; Hongzhi Liu 001; Hengshu Zhu; Yang Song 021; Jie Zhang 002 (AAAI, 2024)

What Makes Quantization for Large Language Model Hard? An Empirical Study from the Lens of Perturbation. - Zhuocheng Gong; Jiahao Liu; Jingang Wang; Xunliang Cai; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2024)

Your Career Path Matters in Person-Job Fit. - Zhuocheng Gong; Yang Song 021; Tao Zhang 070; Ji-Rong Wen; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2024)

Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference. - Hongda Sun 001; Hongzhan Lin 002; Rui Yan 001 (AAAI, 2024)

Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use. - Yuhan Chen 001; Ang Lv; Ting-En Lin; Changyu Chen; Yuchuan Wu; Fei Huang 002; Yongbin Li; Rui Yan 001 (ACL (1), 2024)

Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models. - Changyu Chen; Xiting Wang; Ting-En Lin; Ang Lv; Yuchuan Wu; Xin Gao 001; Ji-Rong Wen; Rui Yan 001; Yongbin Li (ACL (1), 2024)

SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. - Xin Cheng 002; Xun Wang 012; Tao Ge 001; Si-Qing Chen; Furu Wei; Dongyan Zhao 001; Rui Yan 001 (ACL (Findings), 2024)

Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents. - Shihan Deng; Weikai Xu; Hongda Sun 001; Wei Liu 005; Tao Tan; Jianfeng Liu 005; Ang Li; Jian Luan 001; Bin Wang 004; Rui Yan 001; Shuo Shang (ACL (1), 2024)

Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction. - Tingchen Fu; Deng Cai 002; Lemao Liu; Shuming Shi 001; Rui Yan 001 (ACL (Findings), 2024)

Graph-Structured Speculative Decoding. - Zhuocheng Gong; Jiahao Liu; Ziyue Wang; Pengfei Wu 006; Jingang Wang; Xunliang Cai; Dongyan Zhao 001; Rui Yan 001 (ACL (Findings), 2024)

CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment. - Jixiang Hong; Quan Tu; Changyu Chen; Gao Xing; Ji Zhang 011; Rui Yan 001 (ACL (Findings), 2024)

BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning. - Qizhi Pei; Lijun Wu 003; Kaiyuan Gao; Xiaozhuan Liang; Yin Fang; Jinhua Zhu 001; Shufang Xie 003; Tao Qin 001; Rui Yan 001 (ACL (Findings), 2024)

DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy. - Hongda Sun 001; Weikai Xu; Wei Liu 005; Jian Luan 001; Bin Wang 004; Shuo Shang; Ji-Rong Wen; Rui Yan 001 (ACL (1), 2024)

CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation. - Quan Tu; Shilong Fan; Zihang Tian; Tianhao Shen; Shuo Shang; Xin Gao 001; Rui Yan 001 (ACL (1), 2024)

Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning. - Kaiyi Zhang; Ang Lv; Yuhan Chen 001; Hansen Ha; Tao Xu; Rui Yan 001 (ACL (Findings), 2024)

Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors. - Qizhi Pei; Lijun Wu 003; Zhenyu He 012; Jinhua Zhu 001; Yingce Xia; Shufang Xie 003; Rui Yan 001 (CIKM, 2024)

Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking. - Songhao Wu; Quan Tu; Mingjie Zhong; Hong Liu; Jia Xu 013; Jinjie Gu; Rui Yan 001 (CIKM, 2024)

Multilingual Generation in Abstractive Summarization: A Comparative Study. - Jinpeng Li 003; Jiaze Chen; Huadong Chen; Dongyan Zhao 001; Rui Yan 001 (LREC/COLING, 2024)

IAD: In-Context Learning Ability Decoupler of Large Language Models in Meta-Training. - Yuhan Liu; Xiuying Chen; Gao Xing; Ji Zhang 011; Rui Yan 001 (LREC/COLING, 2024)

Multi-Grained Conversational Graph Network for Retrieval-based Dialogue Systems. - Quan Tu; Chongyang Tao; Rui Yan 001 (LREC/COLING, 2024)

FlexiQA: Leveraging LLM's Evaluation Capabilities for Flexible Knowledge Selection in Open-domain Question Answering. - Yuhan Chen 001; Shuqi Li; Rui Yan 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)

An Analysis and Mitigation of the Reversal Curse. - Ang Lv; Kaiyi Zhang; Shufang Xie 003; Quan Tu; Yuhan Chen 001; Ji-Rong Wen; Rui Yan 001 (EMNLP, 2024)

The Reasonableness Behind Unreasonable Translation Capability of Large Language Model. - Tingchen Fu; Lemao Liu; Deng Cai 002; Guoping Huang; Shuming Shi 001; Rui Yan 001 (ICLR, 2024)

From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News. - Yuhan Liu; Xiuying Chen; Xiaoqing Zhang; Xing Gao; Ji Zhang 011; Rui Yan 001 (IJCAI, 2024)

Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation. - Ang Lv; Xu Tan 003; Tao Qin 001; Tie-Yan Liu; Rui Yan 001 (IJCAI, 2024)

Mixture of In-Context Experts Enhance LLMs' Long Context Awareness. - Hongzhan Lin 002; Ang Lv; Yuhan Chen 001; Chen Zhu 003; Yang Song 021; Hengshu Zhu; Rui Yan 001 (NeurIPS, 2024)

CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction. - Shuqi Li; Yuebo Sun; Yuxin Lin; Xin Gao 001; Shuo Shang; Rui Yan 001 (NeurIPS, 2024)

StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses. - Jianan Li; Quan Tu; Cunli Mao; Zhengtao Yu 001; Ji-Rong Wen; Rui Yan 001 (NeurIPS, 2024)

Learning to Generate Style-Specific Adapters for Stylized Dialogue Generation. - Jinpeng Li 003; Yuhan Chen 001; Pengfei Wu 003; Yingce Xia; Shufang Xie 003; Dongyan Zhao 001; Rui Yan 001 (NLPCC (1), 2024)

Flexible and Adaptable Summarization via Expertise Separation. - Xiuying Chen; Mingzhe Li 001; Shen Gao; Xin Cheng 002; Qingqing Zhu; Rui Yan 001; Xin Gao 001; Xiangliang Zhang 001 (SIGIR, 2024)

Empathetic Response Generation with Relation-aware Commonsense Knowledge. - Changyu Chen; Yanran Li; Chen Wei; Jianwei Cui 002; Bin Wang 004; Rui Yan 001 (WSDM, 2024)

Bridging the Space Gap: Unifying Geometry Knowledge Graph Embedding with Optimal Transport. - Yuhan Liu; Zelin Cao; Xing Gao; Ji Zhang 011; Rui Yan 001 (WWW, 2024)

Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering. - Hongda Sun 001; Yuxuan Liu 009; Chengwei Wu; Haiyu Yan; Cheng Tai; Xin Gao 001; Shuo Shang; Rui Yan 001 (WWW, 2024)

Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search. - Songhao Wu; Quan Tu; Hong Liu; Jia Xu 013; Zhongyi Liu; Guannan Zhang; Ran Wang; Xiuying Chen; Rui Yan 001 (WWW, 2024)

CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation. - Quan Tu; Shilong Fan; Zihang Tian; Rui Yan 001 (CoRR, 2024)

Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey. - Qizhi Pei; Lijun Wu 003; Kaiyuan Gao; Jinhua Zhu 001; Yue Wang 017; Zun Wang; Tao Qin 001; Rui Yan 001 (CoRR, 2024)

What Makes Quantization for Large Language Models Hard? An Empirical Study from the Lens of Perturbation. - Zhuocheng Gong; Jiahao Liu; Jingang Wang; Xunliang Cai; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2024)

StyleChat: Learning Recitation-Augmented Memory in LLMs for Stylized Dialogue Generation. - Jinpeng Li 003; Zekai Zhang; Quan Tu; Xin Cheng 002; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2024)

LLM-Driven Agents for Influencer Selection in Digital Advertising Campaigns. - Xiaoqing Zhang; Xiuying Chen; Yuhan Liu; Jianzhou Wang; Zhenxing Hu; Rui Yan 001 (CoRR, 2024)

Interpreting Key Mechanisms of Factual Recall in Transformer-Based Language Models. - Ang Lv; Kaiyi Zhang; Yuhan Chen 001; Yulong Wang 004; Lifeng Liu; Ji-Rong Wen; Jian Xie; Rui Yan 001 (CoRR, 2024)

Selecting Query-bag as Pseudo Relevance Feedback for Information-seeking Conversations. - Xiaoqing Zhang; Xiuying Chen; Shen Gao; Shuqi Li; Xin Gao 001; Ji-Rong Wen; Rui Yan 001 (CoRR, 2024)

Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers. - Xin Cheng 002; Xiuying Chen; Shuqi Li; Di Luo; Xun Wang 012; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2024)

Facilitating Multi-Role and Multi-Behavior Collaboration of Large Language Models for Online Job Seeking and Recruiting. - Hongda Sun 001; Hongzhan Lin 002; Haiyu Yan; Chen Zhu 003; Yang Song 021; Xin Gao 001; Shuo Shang; Rui Yan 001 (CoRR, 2024)

3D-MolT5: Towards Unified 3D Molecule-Text Modeling with 3D Molecular Tokenization. - Qizhi Pei; Lijun Wu 003; Kaiyuan Gao; Jinhua Zhu 001; Rui Yan 001 (CoRR, 2024)

YuLan: An Open-source Large Language Model. - Yutao Zhu 001; Kun Zhou 002; Kelong Mao; Wentong Chen; Yiding Sun; Zhipeng Chen 001; Qian Cao 001; Yihan Wu; Yushuo Chen; Feng Wang; Lei Zhang; Junyi Li; et al. (CoRR, 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)

PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead. - Tao Tan; Yining Qian; Ang Lv; Hongzhan Lin 002; Songhao Wu; Yongbo Wang; Feng Wang; Jingtong Wu; Xin Lu; Rui Yan 001 (CoRR, 2024)

radarODE-MTL: A Multi-Task Learning Framework with Eccentric Gradient Alignment for Robust Radar-Based ECG Reconstruction. - Yuanyuan Zhang; Rui Yan 001; Yutao Yue; Eng Gee Lim (CoRR, 2024)

From a Tiny Slip to a Giant Leap: An LLM-Based Simulation for Fake News Evolution. - Yuhan Liu; Zirui Song; Xiaoqing Zhang; Xiuying Chen; Rui Yan 001 (CoRR, 2024)

A Large-scale Time-aware Agents Simulation for Influencer Selection in Digital Advertising Campaigns. - Xiaoqing Zhang; Xiuying Chen; Yuhan Liu; Jianzhou Wang; Zhenxing Hu; Rui Yan 001 (CoRR, 2024)

CausalStock: Deep End-to-end Causal Discovery for News-driven Stock Movement Prediction. - Shuqi Li; Yuebo Sun; Yuxin Lin; Xin Gao 001; Shuo Shang; Rui Yan 001 (CoRR, 2024)

More Expressive Attention with Negative Weights. - Ang Lv; Ruobing Xie; Shuaipeng Li; Jiayi Liao; Xingwu Sun; Zhanhui Kang; Di Wang; Rui Yan 001 (CoRR, 2024)

MIN: Multi-channel Interaction Network for Drug-Target Interaction with Protein Distillation. - Shuqi Li; Shufang Xie 003; Hongda Sun 001; Yuhan Chen 001; Tao Qin 001; Tianjun Ke; Rui Yan 001 (CoRR, 2024)

Foundation Models for Information Retrieval and Knowledge Processing. - Shuo Shang; Renhe Jiang; Ryosuke Shibasaki; Rui Yan 001 (Data Intell., 2024)

Adaptive semi-supervised learning from stronger augmentation transformations of discrete text information. - Xuemiao Zhang; Zhouxing Tan; Fengyu Lu; Rui Yan 001; Junfei Liu (Knowl. Inf. Syst., 2024)

BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking. - Yuxuan Liu 009; Hongda Sun 001; Wenya Guo; Xinyan Xiao; Cunli Mao; Zhengtao Yu 001; Rui Yan 001 (AAAI, 2025)

Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment. - Hongda Sun 001; Jiaren Peng; Wenzhong Yang; Liang He 003; Bo Du 001; Rui Yan 001 (ACL (Findings), 2025)

Towards Effective and Efficient Continual Pre-training of Large Language Models. - Jie Chen 007; Zhipeng Chen 001; Jiapeng Wang; Kun Zhou 002; Yutao Zhu 001; Jinhao Jiang; Yingqian Min; Xin Zhao 018; Zhicheng Dou; Jiaxin Mao; Yankai Lin; Ruihua Song; et al. (ACL (1), 2025)

DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions. - Chuanqi Cheng; Hongda Sun 001; Bo Du 001; Shuo Shang; Xinrong Hu; Rui Yan 001 (ACL (1), 2025)

MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion. - Qizhi Pei; Lijun Wu 003; Zhuoshi Pan; Yu Li 006; Honglin Lin; Chenlin Ming; Xin Gao 001; Conghui He; Rui Yan 001 (ACL (1), 2025)

Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains. - Juntian Zhang; Chuanqi Cheng; Yuhan Liu; Wei Liu 005; Jian Luan 001; Rui Yan 001 (ACL (1), 2025)

More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives. - Xiaoqing Zhang; Ang Lv; Yuhan Liu; Flood Sung; Wei Liu 005; Jian Luan 001; Shuo Shang; Xiuying Chen; Rui Yan 001 (ACL (1), 2025)

Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement. - Xiaoqing Zhang; Yuhan Liu; Flood Sung; Xiuying Chen; Shuo Shang; Rui Yan 001 (ACL (Findings), 2025)

Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework. - Xiaoxi Sun; Jinpeng Li 003; Yan Zhong; Dongyan Zhao 001; Rui Yan 001 (ICASSP, 2025)

3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling. - Qizhi Pei; Rui Yan 001; Kaiyuan Gao; Jinhua Zhu 001; Lijun Wu 003 (ICLR, 2025)

MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions. - Yuxuan Liu 009; Hongda Sun 001; Wei Liu 005; Jian Luan 001; Bo Du 001; Rui Yan 001 (KDD (1), 2025)

Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts. - Tingchen Fu; Yupeng Hou; Julian J. McAuley; Rui Yan 001 (NAACL (Long Papers), 2025)

Language Models "Grok" to Copy. - Ang Lv; Ruobing Xie; Xingwu Sun; Zhanhui Kang; Rui Yan 001 (NAACL (Short Papers), 2025)

The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News. - Yuhan Liu; Yuxuan Liu 009; Xiaoqing Zhang; Xiuying Chen; Rui Yan 001 (SIGIR, 2025)

SAGraph: A Large-Scale Social Graph Dataset with Comprehensive Context for Influencer Selection in Marketing. - Xiaoqing Zhang; Yuhan Liu; Jianzhou Wang; Zhenxing Hu; Xiuying Chen; Rui Yan 001 (SIGIR, 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)

PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead. - Tao Tan; Yining Qian; Ang Lv; Hongzhan Lin 002; Songhao Wu; Yongbo Wang; Feng Wang; Jingtong Wu; Xin Lu; Rui Yan 001 (WWW, 2025)

Luoling: An Immersive Cross-Modal Interactive Poem Creation Factory through Multi-Agent Collaboration. - Tao Tan; Quan Tu; Songhao Wu; Hongda Sun 001; Chuanqi Cheng; Weikai Xu; Rui Yan 001 (WWW (Companion Volume), 2025)

Dynamic semantic prototype perception for text-video retrieval. - Henghao Zhao; Rui Yan 001; Zechao Li (Image Vis. Comput., 2025)

More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives. - XiaoQing Zhang; Ang Lv; Yuhan Liu; Flood Sung; Wei Liu 005; Shuo Shang; Xiuying Chen; Rui Yan 001 (CoRR, 2025)

Autonomy-of-Experts Models. - Ang Lv; Ruobing Xie; Yining Qian; Songhao Wu; Xingwu Sun; Zhanhui Kang; Di Wang; Rui Yan 001 (CoRR, 2025)

PolarQuant: Leveraging Polar Transformation for Efficient Key Cache Quantization and Decoding Acceleration. - Songhao Wu; Ang Lv; Xiao Feng; Yufei Zhang; Xun Zhang; Guojun Yin; Wei Lin; Rui Yan 001 (CoRR, 2025)

Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey. - Zirui Song; Bin Yan 004; Yuhan Liu; Miao Fang 001; Mingzhe Li 001; Rui Yan 001; Xiuying Chen (CoRR, 2025)

Pastiche Novel Generation Creating: Fan Fiction You Love in Your Favorite Author's Style. - Xueran Han; Yuhan Liu; Mingzhe Li 001; Wei Liu 005; Sen Hu; Rui Yan 001; Zhiqiang Xu 003; Xiuying Chen (CoRR, 2025)

Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement. - Xiaoqing Zhang; Yuhan Liu; Flood Sung; Xiuying Chen; Rui Yan 001 (CoRR, 2025)

Stick to Facts: Towards Fidelity-oriented Product Description Generation. - Zhangming Chan; Xiuying Chen; Yongliang Wang; Juntao Li; Zhiqiang Zhang 011; Kun Gai; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2025)

HaploVL: A Single-Transformer Baseline for Multi-Modal Understanding. - Rui Yan 001; Lin Song 002; Yicheng Xiao; Runhui Huang; Yixiao Ge; Ying Shan; Hengshuang Zhao (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)

MathFusion: Enhancing Mathematic Problem-solving of LLM through Instruction Fusion. - Qizhi Pei; Lijun Wu 003; Zhuoshi Pan; Yu Li 006; Honglin Lin; Chenlin Ming; Xin Gao 001; Conghui He; Rui Yan 001 (CoRR, 2025)

Recover from Horcrux: A Spectrogram Augmentation Method for Cardiac Feature Monitoring from Radar Signal Components. - Yuanyuan Zhang; Sijie Xiong; Rui Yan 001; Eng Gee Lim; Yutao Yue (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)

MagicNet: Memory-Aware Graph Interactive Causal Network for Multivariate Stock Price Movement Prediction. - Di Luo; Shuqi Li; Weiheng Liao; Rui Yan 001 (IEEE Trans. Knowl. Data Eng., 2025)

The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News. - Yuhan Liu; Yuxuan Liu 009; Xiaoqing Zhang; Xiuying Chen; Rui Yan 001 (CoRR, 2025)

Divide-Fuse-Conquer: Eliciting "Aha Moments" in Multi-Scenario Games. - Xiaoqing Zhang; Huabin Zheng; Ang Lv; Yuhan Liu; Zirui Song; Flood Sung; Xiuying Chen; Rui Yan 001 (CoRR, 2025)

Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems. - Song Jin; Juntian Zhang; Yuhan Liu; Xun Zhang; Yufei Zhang; Guojun Yin; Fei Jiang; Wei Lin; Rui Yan 001 (CoRR, 2025)

ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models. - Zirui Song; Guangxian Ouyang; Mingzhe Li 001; Yuheng Ji; Chenxi Wang; Zixiang Xu; Zeyu Zhang; Xiaoqing Zhang; Qian Jiang; Zhenhao Chen; Zhongzhi Li; Rui Yan 001; et al. (CoRR, 2025)

The Climb Carves Wisdom Deeper Than the Summit: On the Noisy Rewards in Learning to Reason. - Ang Lv; Ruobing Xie; Xingwu Sun; Zhanhui Kang; Rui Yan 001 (CoRR, 2025)

Reinforcing Multimodal Understanding and Generation with Dual Self-rewards. - Jixiang Hong; Yiran Zhang; Guanzhong Wang; Yi Liu; Ji-Rong Wen; Rui Yan 001 (CoRR, 2025)

LoRA-Gen: Specializing Large Language Model via Online LoRA Generation. - Yicheng Xiao; Lin Song 002; Rui Yan 001; Cheng Cheng; Yixiao Ge; Xiu Li 001; Ying Shan (CoRR, 2025)

From High-SNR Radar Signal to ECG: A Transfer Learning Model with Cardio-Focusing Algorithm for Scenarios with Limited Data. - Yuanyuan Zhang; Haocheng Zhao; Sijie Xiong; Rui Yan 001; Eng Gee Lim; Yutao Yue (CoRR, 2025)

StepHint: Multi-level Stepwise Hints Enhance Reinforcement Learning to Reason. - Kaiyi Zhang; Ang Lv; Jinpeng Li 003; Yongbo Wang; Feng Wang; Haoyuan Hu; Rui Yan 001 (CoRR, 2025)

DiffusionVMR: Diffusion Model for Joint Video Moment Retrieval and Highlight Detection. - Henghao Zhao; Kevin Qinghong Lin; Rui Yan 001; Zechao Li (IEEE Trans. Neural Networks Learn. Syst., 2025)