Ed H. Chi


2022

doi dblp
Distributionally-robust Recommendations for Improving Worst-case User Experience
Hongyi Wen | Xinyang Yi | Tiansheng Yao | Jiaxi Tang | Lichan Hong | Ed H. Chi
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Can Small Heads Help? Understanding and Improving Multi-Task Generalization
Yuyan Wang | Zhe Zhao | Bo Dai | Christopher Fifty | Dong Lin | Lichan Hong | Li Wei | Ed H. Chi
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Learning to Augment for Casual User Recommendation
Jianling Wang | Ya Le | Bo Chang | Yuyan Wang | Ed H. Chi | Minmin Chen
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
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
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

2021

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Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities
Ruohan Zhan | Konstantina Christakopoulou | Ya Le | Jayden Ooi | Martin Mladenov | Alex Beutel | Craig Boutilier | Ed H. Chi | Minmin Chen
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
A Model of Two Tales: Dual Transfer Learning Framework for Improved Long-tail Item Recommendation
Yin Zhang | Derek Zhiyuan Cheng | Tiansheng Yao | Xinyang Yi | Lichan Hong | Ed H. Chi
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learning to Rank Systems
Ruoxi Wang | Rakesh Shivanna | Derek Zhiyuan Cheng | Sagar Jain | Dong Lin | Lichan Hong | Ed H. Chi
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

doi dblp
Practical Compositional Fairness: Understanding Fairness in Multi-Component Recommender Systems
Xuezhi Wang | Nithum Thain | Anu Sinha | Flavien Prost | Ed H. Chi | Jilin Chen | Alex Beutel
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
User Response Models to Improve a REINFORCE Recommender System
Minmin Chen | Bo Chang | Can Xu | Ed H. Chi
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems
Zhe Chen | Yuyan Wang | Dong Lin | Derek Zhiyuan Cheng | Lichan Hong | Ed H. Chi | Claire Cui
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
Self-supervised Learning for Large-scale Item Recommendations
Tiansheng Yao | Xinyang Yi | Derek Zhiyuan Cheng | Felix X. Yu | Ting Chen | Aditya Krishna Menon | Lichan Hong | Ed H. Chi | Steve Tjoa | Jieqi (Jay) Kang | Evan Ettinger
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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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
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

doi dblp
Off-policy Learning in Two-stage Recommender Systems
Jiaqi Ma | Zhe Zhao | Xinyang Yi | Ji Yang | Minmin Chen | Jiaxi Tang | Lichan Hong | Ed H. Chi
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

doi dblp
Learning Multi-granular Quantized Embeddings for Large-Vocab Categorical Features in Recommender Systems
Wang-Cheng Kang | Derek Zhiyuan Cheng | Ting Chen | Xinyang Yi | Dong Lin | Lichan Hong | Ed H. Chi
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

doi dblp
Mixed Negative Sampling for Learning Two-tower Neural Networks in Recommendations
Ji Yang | Xinyang Yi | Derek Zhiyuan Cheng | Lichan Hong | Yang Li | Simon Xiaoming Wang | Taibai Xu | Ed H. Chi
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

doi dblp
From Missing Data to Boltzmann Distributions and Time Dynamics: The Statistical Physics of Recommendation
Ed H. Chi
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

doi dblp
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
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

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Towards Neural Mixture Recommender for Long Range Dependent User Sequences
Jiaxi Tang | Francois Belletti | Sagar Jain | Minmin Chen | Alex Beutel | Can Xu | Ed H. Chi
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

doi dblp
Top-K Off-Policy Correction for a REINFORCE Recommender System
Minmin Chen | Alex Beutel | Paul Covington | Sagar Jain | Francois Belletti | Ed H. Chi
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

2018

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Latent Cross: Making Use of Context in Recurrent Recommender Systems
Alex Beutel | Paul Covington | Sagar Jain | Can Xu | Jia Li | Vince Gatto | Ed H. Chi
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

doi dblp
Practical Diversified Recommendations on YouTube with Determinantal Point Processes
Mark Wilhelm | Ajith Ramanathan | Alexander Bonomo | Sagar Jain | Ed H. Chi | Jennifer Gillenwater
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2015

doi dblp
1st International Workshop on Multilingual Web Access (MWA 2015)
Ben Steichen | Nicola Ferro | David Lewis | Ed H. Chi
2015 Volume 49 Issue 2

2013

doi dblp
Perception and understanding of social annotations in web search
Jennifer Fernquist | Ed H. Chi
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

doi dblp
Instant foodie: predicting expert ratings from grassroots
Chenhao Tan | Ed H. Chi | David A. Huffaker | Gueorgi Kossinets | Alexander J. Smola
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

2010

doi dblp
An elaborated model of social search
Brynn M. Evans | Ed H. Chi
2010 Volume 46 Issue 6

2008

doi dblp
Towards a model of understanding social search
Brynn M. Evans | Ed H. Chi
Proceeding of the 2008 ACM Workshop on Search in Social Media, SSM 2008, Napa Valley, California, USA, October 30, 2008

doi dblp
The social (open) workspace
David A. Evans | Susan Feldman | Ed H. Chi | Natasa Milic-Frayling | Igor Perisic
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008