CG
Chongming Gao
cs.IRcs.LGcs.AIcs.CLcs.HC
On Valency
published · living versionsW_jtc2exp6·v1 · currentpublished
Learning Calibrated Confidence for Multi-Agent Collaboration
with Chenxiao Fan, Gangyi Zhang, Yaxin Gong, Leyang Shen +7
1 version
W_xbpx7jt4·v1published
W_595m2nmx·v1published
W_cgnsvegp·v1published
Preprints & journals
36 papers in the corpus · 2021–2026RECAP: Feedback-Driven Streaming Semantic User Profiles for Short-Video Recommendation2607.15730v1 · Ziyi Zhao, Xiaoyou Zhou, Xiao Lv et al.2026 · 0 citationsarXiv
The Pitfall of Scaling Up: Uncovering and Mitigating Popularity Bias Amplification in Scaling Transformer-based Recommenders2606.21911v1 · Weiqin Yang, Yue Pan, Chongming Gao et al.2026 · 0 citationsarXiv
Beyond Static Best-of-N: Bayesian List-wise Alignment for LLM-based Recommendation2605.04559v1 · Ruijun Chen, Chongming Gao, Jiawei Chen et al.2026 · 1 citationarXiv
Position-Aware Drafting for Inference Acceleration in LLM-Based Generative List-Wise Recommendation2604.27747v1 · Jiaju Chen, Chongming Gao, Chenxiao Fan et al.2026 · 0 citationsarXiv
Sequence-aware Large Language Models for Explainable Recommendation2603.24136v1 · Gangyi Zhang, Runzhe Teng, Chongming Gao2026 · 0 citationsarXiv
Breaking User-Centric Agency: A Tri-Party Framework for Agent-Based Recommendation2603.10673v3 · Yaxin Gong, Chongming Gao, Chenxiao Fan et al.2026 · 0 citationsarXiv
Don't Start Over: A Cost-Effective Framework for Migrating Personalized Prompts Between LLMs2601.12034v1 · Ziyi Zhao, Chongming Gao, Yang Zhang et al.2026 · 0 citationsarXiv
MindRec: A Diffusion-driven Coarse-to-Fine Paradigm for Generative Recommendation2511.12597v2 · Mengyao Gao, Chongming Gao, Haoyan Liu et al.2025 · 0 citationsarXiv
MGFRec: Towards Reinforced Reasoning Recommendation with Multiple Groundings and Feedback2510.22888v2 · Shihao Cai, Chongming Gao, Haoyan Liu et al.2025 · 2 citationsarXiv
Navigating Through Paper Flood: Advancing LLM-based Paper Evaluation through Domain-Aware Retrieval and Latent Reasoning2508.05129v2 · Wuqiang Zheng, Yiyan Xu, Xinyu Lin et al.2025 · 0 citationsarXiv
K-order Ranking Preference Optimization for Large Language Models2506.00441v1 · Shihao Cai, Chongming Gao, Yang Zhang et al.2025 · 1 citationarXiv
Fine-grained List-wise Alignment for Generative Medication Recommendation2505.20218v2 · Chenxiao Fan, Chongming Gao, Wentao Shi et al.2025 · 2 citationsarXiv
Process-Supervised LLM Recommenders via Flow-guided Tuning2503.07377v3 · Chongming Gao, Mengyao Gao, Chenxiao Fan et al.2025 · 8 citationsarXiv
Fine-grained Alignment of Large Language Models for General Medication Recommendation without Overprescription2503.03687v2 · Zihao Zhao, Chenxiao Fan, Junlong Liu et al.2025 · 0 citationsarXiv
Position-aware Graph Transformer for Recommendation2412.18731v1 · Jiajia Chen, Jiancan Wu, Jiawei Chen et al.2024 · 3 citationsarXiv
SPRec: Self-Play to Debias LLM-based Recommendation2412.09243v3 · Chongming Gao, Ruijun Chen, Shuai Yuan et al.2024 · 23 citationsarXiv
Agentic Feedback Loop Modeling Improves Recommendation and User Simulation2410.20027v2 · Shihao Cai, Jizhi Zhang, Keqin Bao et al.2024 · 14 citationsarXiv
Leveraging LLMs for Influence Path Planning in Proactive Recommendation2409.04827v2 · Mingze Wang, Shuxian Bi, Wenjie Wang et al.2024 · 2 citationsarXiv
DLCRec: A Novel Approach for Managing Diversity in LLM-Based Recommender Systems2408.12470v3 · Jiaju Chen, Chongming Gao, Shuai Yuan et al.2024 · 12 citationsarXiv
Reformulating Conversational Recommender Systems as Tri-Phase Offline Policy Learning2408.06809v2 · Gangyi Zhang, Chongming Gao, Hang Pan et al.2024 · 8 citationsarXiv
Reinforced Prompt Personalization for Recommendation with Large Language Models2407.17115v2 · Wenyu Mao, Jiancan Wu, Weijian Chen et al.2024 · 16 citationsarXiv
Dual-Phase Accelerated Prompt Optimization2406.13443v2 · Muchen Yang, Moxin Li, Yongle Li et al.2024 · 0 citationsarXiv
Treatment Effect Estimation for User Interest Exploration on Recommender Systems2405.08582v1 · Jiaju Chen, Wenjie Wang, Chongming Gao et al.2024 · 8 citationsarXiv
How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective2404.12008v6 · Siyi Lin, Chongming Gao, Jiawei Chen et al.2024 · 25 citationsarXiv
Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients2403.17745v2 · Zihao Zhao, Yi Jing, Fuli Feng et al.2024 · 21 citationsarXiv
Large Language Models are Learnable Planners for Long-Term Recommendation2403.00843v2 · Wentao Shi, Xiangnan He, Yang Zhang et al.2024 · 35 citationsarXiv
EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems2402.15164v3 · Yuanqing Yu, Chongming Gao, Jiawei Chen et al.2024 · 12 citationsarXiv
RecAD: Towards A Unified Library for Recommender Attack and Defense2309.04884v1 · Changsheng Wang, Jianbai Ye, Wenjie Wang et al.2023 · 9 citationsarXiv
Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation2307.04571v1 · Chongming Gao, Kexin Huang, Jiawei Chen et al.2023 · 67 citationsarXiv
Vague Preference Policy Learning for Conversational Recommendation2306.04487v6 · Gangyi Zhang, Chongming Gao, Wenqiang Lei et al.2023 · 4 citationsarXiv
On the Theories Behind Hard Negative Sampling for Recommendation2302.03472v2 · Wentao Shi, Jiawei Chen, Fuli Feng et al.2023 · 40 citationsarXiv
KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos2208.08696v2 · Chongming Gao, Shijun Li, Yuan Zhang et al.2022 · 137 citationsarXiv
CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender System2204.01266v2 · Chongming Gao, Shiqi Wang, Shijun Li et al.2022 · 95 citationsarXiv
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems2202.10842v3 · Chongming Gao, Shijun Li, Wenqiang Lei et al.2022 · 167 citationsarXiv
Who Are the Best Adopters? User Selection Model for Free Trial Item Promotion2202.09508v2 · Shiqi Wang, Chongming Gao, Min Gao et al.2022 · 9 citationsarXiv
Advances and Challenges in Conversational Recommender Systems: A Survey2101.09459v7 · Chongming Gao, Wenqiang Lei, Xiangnan He et al.2021 · 339 citationsAI Open. Vol. 2. (2021) 100-126
Career total: 64 works. 36 are in this corpus.
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