Heng-Tze Cheng
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
12
Active years
2010–2024
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | CHI | Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized Model Responses. | Xiao Ma, Swaroop Mishra, Ariel Liu, Sophie Ying Su, Jilin Chen, Chinmay Kulkarni, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi |
| 2024 | ICLR | Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models. | Huaixiu Steven Zheng, Swaroop Mishra, Xinyun Chen, Heng-Tze Cheng, Ed H. Chi, Quoc V. Le, Denny Zhou |
| 2024 | ICML | Controlled Decoding from Language Models. | Sidharth Mudgal, Jong Lee, Harish Ganapathy, YaGuang Li, Tao Wang, Yanping Huang, Zhifeng Chen, Heng-Tze Cheng, Michael Collins, Trevor Strohman, Jilin Chen, Alex Beutel, Ahmad Beirami |
| 2022 | ICML | HyperPrompt: Prompt-based Task-Conditioning of Transformers. | Yun He, Huaixiu Steven Zheng, Yi Tay, Jai Prakash Gupta, Yu Du, Vamsi Aribandi, Zhe Zhao, YaGuang Li, Zhao Chen, Donald Metzler, Heng-Tze Cheng, Ed H. Chi |
| 2022 | WSDM | Multi-Resolution Attention for Personalized Item Search. | Furkan Kocayusufoglu, Tao Wu, Anima Singh, Georgios Roumpos, Heng-Tze Cheng, Sagar Jain, Ed H. Chi, Ambuj K. Singh |
| 2021 | KDD | Mondegreen: A Post-Processing Solution to Speech Recognition Error Correction for Voice Search Queries. | Sukhdeep S. Sodhi, Ellie Ka In Chio, Ambarish Jash, Santiago Ontan, Ajit Apte, Ankit Kumar, Ayooluwakunmi Jeje, Dima Kuzmin, Harry Fung, Heng-Tze Cheng, Jon Effrat, Tarush Bali, Nitin Jindal, Pei Cao, Sarvjeet Singh, Senqiang Zhou, Tameen Khan, Amol Wankhede, Moustafa Alzantot, Allen Wu, Tushar Chandra |
| 2020 | CIKM | Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval. | Tao Wu, Ellie Ka In Chio, Heng-Tze Cheng, Yu Du, Steffen Rendle, Dima Kuzmin, Ritesh Agarwal, Li Zhang, John R. Anderson, Sarvjeet Singh, Tushar Chandra, Ed H. Chi, Wen Li, Ankit Kumar, Xiang Ma, Alex Soares, Nitin Jindal, Pei Cao |
| 2020 | WWW | End-to-End Deep Attentive Personalized Item Retrieval for Online Content-sharing Platforms. | Jyun-Yu Jiang, Tao Wu, Georgios Roumpos, Heng-Tze Cheng, Xinyang Yi, Ed H. Chi, Harish Ganapathy, Nitin Jindal, Pei Cao, Wei Wang |
| 2019 | IJCAI | SlateQ: A Tractable Decomposition for Reinforcement Learning with Recommendation Sets. | Eugene Ie, Vihan Jain, Jing Wang, Sanmit Narvekar, Ritesh Agarwal, Rui Wu, Heng-Tze Cheng, Tushar Chandra, Craig Boutilier |
| 2017 | KDD | TFX: A TensorFlow-Based Production-Scale Machine Learning Platform. | Denis Baylor, Eric Breck, Heng-Tze Cheng, Noah Fiedel, Chuan Yu Foo, Zakaria Haque, Salem Haykal, Mustafa Ispir, Vihan Jain, Levent Koc, Chiu Yuen Koo, Lukasz Lew, Clemens Mewald, Akshay Naresh Modi, Neoklis Polyzotis, Sukriti Ramesh, Sudip Roy, Steven Euijong Whang, Martin Wicke, Jarek Wilkiewicz, Xin Zhang, Martin Zinkevich |
| 2017 | KDD | TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks. | Heng-Tze Cheng, Zakaria Haque, Lichan Hong, Mustafa Ispir, Clemens Mewald, Illia Polosukhin, Georgios Roumpos, D. Sculley, Jamie Smith, David Soergel, Yuan Tang, Philipp Tucker, Martin Wicke, Cassandra Xia, Jianwei Xie |
| 2016 | RecSys | Wide & Deep Learning for Recommender Systems. | Heng-Tze Cheng, Levent Koc, Jeremiah Harmsen, Tal Shaked, Tushar Chandra, Hrishi Aradhye, Glen Anderson, Greg Corrado, Wei Chai, Mustafa Ispir, Rohan Anil, Zakaria Haque, Lichan Hong, Vihan Jain, Xiaobing Liu, Hemal Shah |
| 2014 | PERCOM | Nonparametric discovery of human routines from sensor data. | Feng-Tso Sun, Yi-Ting Yeh, Heng-Tze Cheng, Cynthia Kuo, Martin L. Griss |
| 2013 | Mobisys | NuActiv: recognizing unseen new activities using semantic attribute-based learning. | Heng-Tze Cheng, Feng-Tso Sun, Martin L. Griss, Paul Davis, Jianguo Li, Di You |
| 2011 | PERCOM | Imirok: Real-time imitative robotic arm control for home robot applications. | Heng-Tze Cheng, Zheng Sun, Pei Zhang |
| 2010 | ISVC | Lunar Image Classification for Terrain Detection. | Heng-Tze Cheng, Feng-Tso Sun, Senaka Buthpitiya, Ying Zhang, Ara V. Nefian |