| 2025 | ICLR | Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification. | Hsun-Yu Kuo, Yin-Hsiang Liao, Yu-Chieh Chao, Wei-Yun Ma, Pu-Jen Cheng |
| 2024 | CIKM | Multi-DSI: Non-deterministic Identifier and Concept Alignment for Differentiable Search Index. | Yu-Ze Liu, Jyun-Yu Jiang, Pu-Jen Cheng |
| 2024 | NAACL | Plug-in Language Model: Controlling Text Generation with a Simple Regression Model. | Nai-Chi Yang, Wei-Yun Ma, Pu-Jen Cheng |
| 2023 | CIKM | Incorporating Co-purchase Correlation for Next-basket Recommendation. | Yu Hao Chou, Pu-Jen Cheng |
| 2023 | CIKM | printf: Preference Modeling Based on User Reviews with Item Images and Textual Information via Graph Learning. | Hao-Lun Lin, Jyun-Yu Jiang, Ming-Hao Juan, Pu-Jen Cheng |
| 2023 | ICML | Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs. | Guan-Ting Liu, En-Pei Hu, Pu-Jen Cheng, Hung-Yi Lee, Shao-Hua Sun |
| 2023 | ICTIR | Learning Aligned Cross-Modal and Cross-Product Embeddings for Generating the Topics of Shopping Needs. | Yi-Ru Tsai, Pu-Jen Cheng |
| 2022 | EMNLP | R-TeaFor: Regularized Teacher-Forcing for Abstractive Summarization. | Guan-Yu Lin, Pu-Jen Cheng |
| 2022 | ICCAD | Sub-Resolution Assist Feature Generation with Reinforcement Learning and Transfer Learning. | Guan-Ting Liu, Wei-Chen Tai, Yi-Ting Lin, Iris Hui-Ru Jiang, James P. Shiely, Pu-Jen Cheng |
| 2020 | RecSys | Improving One-class Recommendation with Multi-tasking on Various Preference Intensities. | Chu-Jen Shao, Hao-Ming Fu, Pu-Jen Cheng |
| 2019 | SIGIR | Learning Unsupervised Semantic Document Representation for Fine-grained Aspect-based Sentiment Analysis. | Hao-Ming Fu, Pu-Jen Cheng |
| 2018 | SIGIR | Translating Representations of Knowledge Graphs with Neighbors. | Chun-Chih Wang, Pu-Jen Cheng |
| 2017 | PAKDD | Improving One-Class Collaborative Filtering with Manifold Regularization by Data-driven Feature Representation. | Yen-Chieh Lien, Pu-Jen Cheng |
| 2017 | SIGIR | Open Source Repository Recommendation in Social Coding. | Jyun-Yu Jiang, Pu-Jen Cheng, Wei Wang |
| 2016 | ICTIR | Classifying User Search Intents for Query Auto-Completion. | Jyun-Yu Jiang, Pu-Jen Cheng |
| 2016 | SIGIR | Dynamically Integrating Item Exposure with Rating Prediction in Collaborative Filtering. | Ting-Yi Shih, Ting-Chang Hou, Jian-De Jiang, Yen-Chieh Lien, Chia-Rui Lin, Pu-Jen Cheng |
| 2015 | CIKM | Improving Ranking Consistency for Web Search by Leveraging a Knowledge Base and Search Logs. | Jyun-Yu Jiang, Jing Liu, Chin-Yew Lin, Pu-Jen Cheng |
| 2015 | WWW | Semantic Tagging of Mathematical Expressions. | Pao-Yu Chien, Pu-Jen Cheng |
| 2015 | WWW | Entity-driven Type Hierarchy Construction for Freebase. | Jyun-Yu Jiang, Pu-Jen Cheng, Chin-Yew Lin |
| 2014 | PAKDD | Query Prediction by Currently-Browsed Web Pages and Its Applications. | Hui-Ju Hung, Pu-Jen Cheng |
| 2014 | SIGIR | Learning user reformulation behavior for query auto-completion. | Jyun-Yu Jiang, Yen-Yu Ke, Pao-Yu Chien, Pu-Jen Cheng |
| 2012 | CIKM | Visualizing timelines: evolutionary summarization via iterative reinforcement between text and image streams. | Rui Yan, Xiaojun Wan, Mirella Lapata, Wayne Xin Zhao, Pu-Jen Cheng, Xiaoming Li |
| 2012 | SIGIR | Learning-based time-sensitive re-ranking for web search. | Po-Tzu Chang, Yen-Chieh Huang, Cheng-Lun Yang, Shou-De Lin, Pu-Jen Cheng |
| 2011 | CIKM | Query sampling for learning data fusion. | Ting-Chu Lin, Pu-Jen Cheng |
| 2010 | SIGIR | To translate or not to translate? | Chia-Jung Lee, Chin-Hui Chen, Shao-Hang Kao, Pu-Jen Cheng |
| 2009 | CIKM | Learning to rank from Bayesian decision inference. | Jen-Wei Kuo, Pu-Jen Cheng, Hsin-Min Wang |
| 2009 | CIKM | A term dependency-based approach for query terms ranking. | Chia-Jung Lee, Ruey-Cheng Chen, Shao-Hang Kao, Pu-Jen Cheng |
| 2007 | ICDE | LiveConcept: Web Search using Structured Query. | Pu-Jen Cheng, Ching-Hsiang Tsai, Chen-Ming Hung |
| 2006 | CIKM | Query taxonomy generation for web search. | Pu-Jen Cheng, Ching-Hsiang Tsai, Chen-Ming Hung, Lee-Feng Chien |
| 2004 | ACL | Creating Multilingual Translation Lexicons with Regional Variations Using Web Corpora. | Pu-Jen Cheng, Wen-Hsiang Lu, Jei-Wen Teng, Lee-Feng Chien |
| 2004 | SIGIR | Translating unknown queries with web corpora for cross-language information retrieval. | Pu-Jen Cheng, Jei-Wen Teng, Ruey-Cheng Chen, Jenq-Haur Wang, Wen-Hsiang Lu, Lee-Feng Chien |
| 2003 | CIKM | Auto-generation of topic hierarchies for web images from users' perspectives. | Pu-Jen Cheng, Lee-Feng Chien |