SD
Sunhao Dai
cs.IRcs.CLcs.AIcs.HCcs.LGcs.CVstat.ML
On Valency
published · living versionsW_fnqsu8ft·v1 · currentpublished
Latent Residual Reasoning for Ranking in Generative Recommendation
with Haihan Shi, Ruidong Han, Wenjie Wang, Shangyu Chen +6
1 version
W_vvncqp6w·v1published
Preprints & journals
30 papers in the corpus · 2022–2026Think Harder Where It Matters: Item-Level Adaptive Recursion for Sequential Recommendation2610.30128v1 · Zhanshuo Cao, Jiakai Tang, Yuqi Zhou et al.2026 · 0 citationsarXivon Valency
TurnSight: Turn-Level Hindsight Self-Distillation for Tool-Integrated Reasoning2608.04007v1 · Changle Qu, Sunhao Dai, Hengyi Cai et al.2026 · 0 citationsarXiv
Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems2607.04433v1 · Xinyu Lin, Yashar Deldjoo, Sunhao Dai et al.2026 · 0 citationsarXiv
OneRank: Unified Transformer-Native Ranking Architecture for Multi-Task Recommendation2606.16838v1 · Jiakai Tang, Sunhao Dai, Kun Wang et al.2026 · 1 citationarXiv
Learning to Retrieve from Agent Trajectories2604.04949v1 · Yuqi Zhou, Sunhao Dai, Changle Qu et al.2026 · 0 citationsarXiv
MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching2601.10712v1 · Changle Qu, Sunhao Dai, Hengyi Cai et al.2026 · 0 citationsarXiv
Interactive Recommendation Agent with Active User Commands2509.21317v2 · Jiakai Tang, Yujie Luo, Xunke Xi et al.2025 · 0 citationsarXiv
OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System2509.18091v1 · Sunhao Dai, Jiakai Tang, Jiahua Wu et al.2025 · 0 citationsarXiv
KuaiLive: A Real-time Interactive Dataset for Live Streaming Recommendation2508.05633v2 · Changle Qu, Sunhao Dai, Ke Guo et al.2025 · 1 citationarXiv
RecGPT Technical Report2507.22879v2 · Chao Yi, Dian Chen, Gaoyang Guo et al.2025 · 0 citationsarXiv
Revisiting Clustering of Neural Bandits: Selective Reinitialization for Mitigating Loss of Plasticity2506.12389v3 · Zhiyuan Su, Sunhao Dai, Xiao Zhang2025 · 2 citationsarXiv
GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents2505.15810v2 · Yuqi Zhou, Sunhao Dai, Shuai Wang et al.2025 · 5 citationsarXiv
NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search2505.14680v1 · Sunhao Dai, Wenjie Wang, Liang Pang et al.2025 · 3 citationsarXiv
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation2503.22675v3 · Jiakai Tang, Sunhao Dai, Teng Shi et al.2025 · 3 citationsarXiv
Few-shot LLM Synthetic Data with Distribution Matching2502.08661v2 · Jiyuan Ren, Zhaocheng Du, Zhihao Wen et al.2025 · 3 citationsarXiv
CitaLaw: Enhancing LLM with Citations in Legal Domain2412.14556v2 · Kepu Zhang, Weijie Yu, Sunhao Dai et al.2024 · 6 citationsarXiv
Length-Induced Embedding Collapse in PLM-based Models2410.24200v2 · Yuqi Zhou, Sunhao Dai, Zhanshuo Cao et al.2024 · 5 citationsarXiv
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions2410.08197v2 · Changle Qu, Sunhao Dai, Xiaochi Wei et al.2024 · 1 citationarXiv
Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and Method2408.09748v1 · Chen Yang, Sunhao Dai, Yupeng Hou et al.2024 · 2 citationsarXiv
Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning2407.10184v2 · Jiakai Tang, Sunhao Dai, Zexu Sun et al.2024 · 17 citationsarXiv
Tool Learning with Large Language Models: A Survey2405.17935v3 · Changle Qu, Sunhao Dai, Xiaochi Wei et al.2024 · 103 citationsarXiv
Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop2405.17998v2 · Yuqi Zhou, Sunhao Dai, Liang Pang et al.2024 · 3 citationsarXiv
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration2405.16546v2 · Sunhao Dai, Weihao Liu, Yuqi Zhou et al.2024 · 12 citationsarXiv
ReCODE: Modeling Repeat Consumption with Neural ODE2405.16550v1 · Sunhao Dai, Changle Qu, Sirui Chen et al.2024 · 12 citationsarXiv
Towards Completeness-Oriented Tool Retrieval for Large Language Models2405.16089v2 · Changle Qu, Sunhao Dai, Xiaochi Wei et al.2024 · 9 citationsarXiv
Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era2404.11457v2 · Sunhao Dai, Chen Xu, Shicheng Xu et al.2024 · 133 citationsarXiv
UOEP: User-Oriented Exploration Policy for Enhancing Long-Term User Experiences in Recommender Systems2401.09034v2 · Changshuo Zhang, Sirui Chen, Xiao Zhang et al.2024 · 0 citationsarXiv
Neural Retrievers are Biased Towards LLM-Generated Content2310.20501v3 · Sunhao Dai, Yuqi Zhou, Liang Pang et al.2023 · 35 citationsarXiv
Uncovering ChatGPT's Capabilities in Recommender Systems2305.02182v3 · Sunhao Dai, Ninglu Shao, Haiyuan Zhao et al.2023 · 193 citationsarXiv
A Semi-Synthetic Dataset Generation Framework for Causal Inference in Recommender Systems2202.11351v1 · Yan Lyu, Sunhao Dai, Peng Wu et al.2022 · 1 citationarXiv
Career total: at least 50 works. 30 are in this corpus.
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