Explainable Recommendation with Simulated Human Feedback

Jiakai Tang, Jingsen Zhang, Zihang Tian +3

RecGPT Technical Report

Chao Yi, Dian Chen, Gaoyang Guo +51

OneRank: Unified Transformer-Native Ranking Architecture for Multi-Task Recommendation

Jiakai Tang, Sunhao Dai, Kun Wang +8

RecGPT-V3 Technical Report

Bowen Zheng, Chao Yi, Dian Chen +26

Interactive Recommendation Agent with Active User Commands

Jiakai Tang, Yujie Luo, Xunke Xi +12

User Behavior Simulation with Large Language Model based Agents

Lei Wang, Jingsen Zhang, Hao Yang +11

A Survey on Large Language Model based Autonomous Agents

Lei Wang, Chen Ma, Xueyang Feng +10

The 2nd Workshop on Human-Centered Recommender Systems

Kaike Zhang, Jiakai Tang, Du Su +6

RecBole 2.0: Towards a More Up-to-Date Recommendation Library

Wayne Xin Zhao, Yupeng Hou, Xingyu Pan +16

Improving Retrospective Language Agents via Joint Policy Gradient Optimization

Xueyang Feng, Bo Lan, Quanyu Dai +5

Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation

Jiakai Tang, Sunhao Dai, Teng Shi +5

LoopCTR: Unlocking the Loop Scaling Power for Click-Through Rate Prediction

Jiakai Tang, Runfeng Zhang, Weiqiu Wang +7

OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System

Sunhao Dai, Jiakai Tang, Jiahua Wu +13

Parallel Latent Reasoning for Sequential Recommendation

Jiakai Tang, Xu Chen, Wen Chen +3

ReaSeq: Unleashing World Knowledge via Reasoning for Sequential Modeling

Jiakai Tang, Chuan Wang, Gaoming Yang +31

Learning from the Future: Privileged Self-Distillation for Sequential Recommendation

Jiakai Tang, Yang Zhang, See-Kiong Ng +4

The paper introduces Privileged Self-Distillation (PSD), a method that uses future user interactions as training‑only privileged information to improve sequential recommendation mo…

Robustness-enhanced Uplift Modeling with Adversarial Feature Desensitization

Zexu Sun, Bowei He, Ming Ma +4

RecGPT-V2 Technical Report

Chao Yi, Dian Chen, Gaoyang Guo +32

GenSim: A General Social Simulation Platform with Large Language Model based Agents

Jiakai Tang, Heyang Gao, Xuchen Pan +11

Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning

Jiakai Tang, Sunhao Dai, Zexu Sun +6

Fairness-aware Cross-Domain Recommendation

Jiakai Tang, Xu Chen, Xueyang Feng

Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent

Xueyang Feng, Jingsen Zhang, Jiakai Tang +6