RecSys Booth Page 2026

An Attempt to Use Synthetic Pretraining Playgrounds for Language Model Architecture Design

Team

POC

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An Attempt to Use Synthetic Pretraining Playgrounds for Language Model Architecture Design

Team: XXX

Wei Li

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An Attempt to Use Synthetic Pretraining Playgrounds for Language Model Architecture Design

Team: XXX

Wei Li

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September

October

2026

RecSys Booth Page 2026

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Papers Short List

Bending the Scaling Law Curve in Large-Scale
Recommendation Systems

MRS Core Modeling

Rui Li, QIN DING, Han Li

⧁ Link

Verifiable Reasoning for LLM-based Generative Recommendation

MRS Research

Xinyu Lin, Yinglong Xia, Qifan Wang

⧁ Link

DAG-MoE: From Simple Mixture to Structural Aggregation in Mixture-of-Experts

MRS Knowledge

Jiarui Feng, Hanqing Zeng, Yinglong Xia

⧁ Link

Learning Robust, Long-run Surrogate Metrics with Modeling and Instrumental Variables

Threads DS

Dan Day, Xiao Cai, Sam Daulton, Ben Letham, Matthew Dalton, Eytan Bakshy

⧁ Link

On the Memorization and Generalization of Generative Recommendation

Monetization RAI

Shuai Shao, Xiaoqiang Luo

⧁ Link

Request-Only Optimization for Recommendation Systems

MRS Core Modeling

Wei Li

⧁ Link

ReMix: Reinforcement routing for mixtures of LoRAs in LLM finetuning

MRS Knowledge

Hanqing Zeng, Yinglong Xia

⧁ Link

Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking

MRS Research

Xinyu Lin, Qifan Wang

⧁ Link

GR2: Generative Reasoning Re-ranker

Monetization RAI

Yufei Li, Zaiwei Zhang, Mingfu Liang, Kavosh Asadi, Xi Liu

⧁ Link

LLM-Informed Bayesian Content Exploration in Ultra-Recency Recommendation

Threads Feed Relevance

Qing Feng

⧁ Link

A General Framework for Multimodal LLM-Based Multimedia Understanding in Large-Scale Recommendation Systems

FB Feed Modeling

Yiming Zhu

⧁ Link

Estimate Level Adjustment For Inference With Proxies Under Random Distribution Shifts

Monetization RAI , AAI

Deeksha Sinha, Alexandra Darmon, Steve Wilkins-Reeves

⧁ Link

GEARS Agent System: Fully Autonomous Multi-Agent Orchestration for Large-Scale Ranking Personalization

FB Feed Relevance

Haoran Liu (Feed Stories MPK), Yihan Wu, Xiaoxuan Liu

⧁ Link

CRAG-MM: Multi-modal Multi-turn Comprehensive
RAG Benchmark

Reality Lab, MRS, MSL/FAIR

Yinglong Xia Jiaqi Wang Luna Dong

⧁ Link

MCGrad: Multicalibration at Web Scale

Meta CAS Org

Yinglong Xia Jiaqi Wang Luna Dong

⧁ Link

Poster List

GEARS Agent System: Fully Autonomous Multi-Agent Orchestration for Large-Scale Ranking Personalization

Team: FB Feed Relevance

Haoran Liu(Feed Stories MPK), Yihan Wu, Xiaoxuan Liu

⧁ Link

CRAG-MM: Multi-modal Multi-turn Comprehensive
RAG Benchmark

Team: Reality Lab, MRS, MSL/FAIR

Yinglong Xia Jiaqi Wang Luna Dong

⧁ Link

MCGrad: Multicalibration at Web Scale

Team: Meta CAS Org

Yinglong Xia Jiaqi Wang Luna Dong

⧁ Link

We hope you enjoyed connecting with us at RecSys!

Please submit the registration form to stay connected with our recruiting team, and we will follow up after the conference about relevant opportunities.

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