Accepted Papers
Accepted as Full Talks
1. Syed Mohammed Arshad Zaidi, Eric Rincon and Shayan Hassantabar from Expedia: "Serving the Long Tail: Training-Free LLM Candidate Generation for Vacation Rental Marketplaces" [pdf]
2. Jing Zhou, Dominik Janzing, Sepp Tsang, Patrick Blöbaum and Marco Visentini Scarzanella from Amazon: "A Unified Approach to Interpretable Causal Root Cause Attribution" [pdf]
3. Romain Camilleri, Mehdi Golari, Farbod Ekbatani and Rad Niazadeh from Lyft: "Non-Exclusive Notifications for Ride-Hailing at Lyft: Algorithms, Simulations, and Marketplace Analysis" [pdf]
4. Hao Li, Kedar Bellare, Siyu Yang, Sherry Chen, Liwei He, Stephanie Moyerman and Sanjeev Katariya from Airbnb: "Recommending Search Filters To Improve Conversions At Airbnb" [pdf]
5. Ji Xin, Xiao Xiao, Ishan Bhatt, Vinesh Gudla, Trace Levinson, Raochuan Fan, Shishir Kumar Prasad, Prakash Putta and Tejaswi Tenneti from Instacart. "Improving Item Discoverability in e-Commerce Search via Related Intent Generation" [pdf]
6. Ruyue Zhang, Minhao Qi, Xiaopeng Ke, Ming Liu, Fangzhou Shi, Chang Men, Zhengdan Zhu and Xun Liu from DiDi: "Multi-Level Incentive Response Modeling for Ride-Hailing Marketplace Pricing" [pdf]
Accepted as Posters
7. David Staub and Anne Ma from Airbnb: "GenAI Image Detection at Airbnb: Trust and Safety Applications" [pdf]
8. Olivier Jeunen from Aampe: "Distributional Approximate Nearest Neighbour Search for Uncertainty-Aware Retrieval" [pdf]
9. Xiaopeng Ke, Yihan Yu, Jianting Guo, Jiaxi Chen, Ruyue Zhang, Zhishuo Zhou, Fangzhou Shi, Chang Men, Zhengdan Zhu and Xun Liu from DiDi: "Cross-Treatment Effect Estimation for Multi-Category, Multi-Valued Causal Inference via Dynamic Neural Masking" [pdf]
10. Hieu Ta, Wray Buntine and Dung Le from ViniUni: "When Reranking Helps and Hurts: Shortcut-Aware Bundle Discovery in Two-Sided Marketplaces" [pdf]
11. Wei Jiang, Bin Xu, Hui Gao, Bharathi Thangamani, Weiwei Guo, Sundar Srinivasavaradhan, Tracy Yu, Huiji Gao and Michael Kinoti from Airbnb: "Proximity Features: Privacy-Compliant Cold-Start Personalization at Airbnb" [pdf]
12. Ross Chu, Anahita Hassanzadeh and Thu Le from Lyft: "Geo-Based Graph Partitioning for Supply-Demand Optimization in Ride-Hailing Marketplaces" [pdf]
13. Yichao Li and Priyanka Deshmukh from Amazon: "APRS: A Unified Framework of Multi-Pricing Demand Simulation for Amazon Device Companion Accessories" [pdf]
14. Tamara Katic, Effy Fang and Armin Khamoshi from Expedia: "Beyond Historical Replay: GNN-Forecasted Synthetic Transaction Data Generation for Vacation Rental Marketplaces with WGAN" [pdf]