---
title: "SIGIR 2025 — accepted papers — Elamur Research"
description: "SIGIR 2025 — accepted papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2025/"
---
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# SIGIR 2025 — accepted papers

SIGIR 2025 is the 2025 edition of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR). OpenAlex lists 540 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**540** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2025/#works) · [**22** citations of these works](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2025/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Intent-aware Diffusion with Contrastive Learning for Sequential Recommendation ↗](https://doi.org/10.1145/3726302.3730010)**Yuanpeng Qu, Hajime Nobuhara*26 citations*
2. **[Parametric Retrieval Augmented Generation ↗](https://doi.org/10.1145/3726302.3729957)**Weihang Su, Yichen Tang, Qingyao Ai et al.*25 citations*
3. **[Rankers, Judges, and Assistants: Towards Understanding the Interplay of LLMs in Information Retrieval Evaluation ↗](https://doi.org/10.1145/3726302.3730348)**Krisztian Balog, Donald Metzler, Zhen Qin*23 citations*
4. **[Unveiling Contrastive Learning's Capability of Neighborhood Aggregation for Collaborative Filtering ↗](https://doi.org/10.1145/3726302.3730111)**Yu Zhang, Yiwen Zhang, Yi Jun Zhang et al.*23 citations*
5. **[COHESION: Composite Graph Convolutional Network with Dual-Stage Fusion for Multimodal Recommendation ↗](https://doi.org/10.1145/3726302.3729927)**Jinfeng Xu, Zheyu Chen, Wei Wang et al.*22 citations*
6. **[Theory and Toolkits for User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation ↗](https://doi.org/10.1145/3726302.3731697)**Krisztian Balog, Nolwenn Bernard, Saber Zerhoudi et al.*22 citations*
7. **[Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation ↗](https://doi.org/10.1145/3726302.3729911)**Qidong Liu, Xiangyu Zhao, Yejing Wang et al.*21 citations*
8. **[Multi-Modal Multi-Behavior Sequential Recommendation with Conditional Diffusion-Based Feature Denoising ↗](https://doi.org/10.1145/3726302.3730044)**Xiaoxi Cui, Weihai Lu, Yu Tong et al.*21 citations*
9. **[LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation ↗](https://doi.org/10.1145/3726302.3730340)**Haitao Li, Yifan Chen, Yiran Hu et al.*20 citations*
10. **[The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News ↗](https://doi.org/10.1145/3726302.3730092)**Yuhan Liu, Yuxuan Liu, Xiaoqing Zhang et al.*20 citations*

## All accepted papers (540)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[Intent-aware Diffusion with Contrastive Learning for Sequential Recommendation ↗](https://doi.org/10.1145/3726302.3730010)**Yuanpeng Qu, Hajime Nobuhara*26 citations*
2. **[Parametric Retrieval Augmented Generation ↗](https://doi.org/10.1145/3726302.3729957)**Weihang Su, Yichen Tang, Qingyao Ai et al.*25 citations*
3. **[Rankers, Judges, and Assistants: Towards Understanding the Interplay of LLMs in Information Retrieval Evaluation ↗](https://doi.org/10.1145/3726302.3730348)**Krisztian Balog, Donald Metzler, Zhen Qin*23 citations*
4. **[Unveiling Contrastive Learning's Capability of Neighborhood Aggregation for Collaborative Filtering ↗](https://doi.org/10.1145/3726302.3730111)**Yu Zhang, Yiwen Zhang, Yi Jun Zhang et al.*23 citations*
5. **[COHESION: Composite Graph Convolutional Network with Dual-Stage Fusion for Multimodal Recommendation ↗](https://doi.org/10.1145/3726302.3729927)**Jinfeng Xu, Zheyu Chen, Wei Wang et al.*22 citations*
6. **[Theory and Toolkits for User Simulation in the Era of Generative AI: User Modeling, Synthetic Data Generation, and System Evaluation ↗](https://doi.org/10.1145/3726302.3731697)**Krisztian Balog, Nolwenn Bernard, Saber Zerhoudi et al.*22 citations*
7. **[Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation ↗](https://doi.org/10.1145/3726302.3729911)**Qidong Liu, Xiangyu Zhao, Yejing Wang et al.*21 citations*
8. **[Multi-Modal Multi-Behavior Sequential Recommendation with Conditional Diffusion-Based Feature Denoising ↗](https://doi.org/10.1145/3726302.3730044)**Xiaoxi Cui, Weihai Lu, Yu Tong et al.*21 citations*
9. **[LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation ↗](https://doi.org/10.1145/3726302.3730340)**Haitao Li, Yifan Chen, Yiran Hu et al.*20 citations*
10. **[The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News ↗](https://doi.org/10.1145/3726302.3730092)**Yuhan Liu, Yuxuan Liu, Xiaoqing Zhang et al.*20 citations*
11. **[Do LLMs Memorize Recommendation Datasets? A Preliminary Study on MovieLens-1M ↗](https://doi.org/10.1145/3726302.3730178)**Dario Di Palma, Felice Antonio Merra, Maurizio Sfilio et al.*18 citations*
12. **[Intent Representation Learning with Large Language Model for Recommendation ↗](https://doi.org/10.1145/3726302.3730011)**Yu Wang, Lei Sang, Yi Jun Zhang et al.*18 citations*
13. **[Improving LLM-powered Recommendations with Personalized Information ↗](https://doi.org/10.1145/3726302.3730211)**Jiahao Liu, Xueshuo Yan, Dongsheng Li et al.*17 citations*
14. **[Comprehending Knowledge Graphs with Large Language Models for Recommender Systems ↗](https://doi.org/10.1145/3726302.3729932)**Ziqiang Cui, Yunpeng Weng, Xing Jia Tang et al.*16 citations*
15. **[Squeeze and Excitation: A Weighted Graph Contrastive Learning for Collaborative Filtering ↗](https://doi.org/10.1145/3726302.3730251)**Zheyu Chen, Jinfeng Xu, Yutong Wei et al.*16 citations*
16. **[Diffusion-based Multi-modal Synergy Interest Network for Click-through Rate Prediction ↗](https://doi.org/10.1145/3726302.3729949)**Xiaoxi Cui, Weihai Lu, Yu Tong et al.*15 citations*
17. **[Hypercomplex Knowledge Graph-Aware Recommendation ↗](https://doi.org/10.1145/3726302.3730001)**Anchen Li, Bo Xiong Yang, Huan Huo et al.*15 citations*
18. **[Order-agnostic Identifier for Large Language Model-based Generative Recommendation ↗](https://doi.org/10.1145/3726302.3730053)**Xinyu Lin, H. C. Shi, Wenjie Wang et al.*15 citations*
19. **[Scaling Sparse and Dense Retrieval in Decoder-Only LLMs ↗](https://doi.org/10.1145/3726302.3730225)**Hansi Zeng, Julian Killingback, Hamed Zamani*15 citations*
20. **[Agentic Feedback Loop Modeling Improves Recommendation and User Simulation ↗](https://doi.org/10.1145/3726302.3729893)**Shihao Cai, Jizhi Zhang, Keqin Bao et al.*14 citations*
21. **[Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation ↗](https://doi.org/10.1145/3726302.3730055)**Jieyong Kim, Hyunseo Kim, Hyunjin Cho et al.*14 citations*
22. **[The Great Nugget Recall: Automating Fact Extraction and RAG Evaluation with Large Language Models ↗](https://doi.org/10.1145/3726302.3730090)**Ronak Pradeep, Nandan Thakur, Shivani Upadhyay et al.*14 citations*
23. **[Toward Holistic Evaluation of Recommender Systems Powered by Generative Models ↗](https://doi.org/10.1145/3726302.3730354)**Yashar Deldjoo, Nikhil Mehta, Maheswaran Sathiamoorthy et al.*14 citations*
24. **[MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems ↗](https://doi.org/10.1145/3726302.3730040)**Yibiao Wei, Jie Zou, Weikang Guo et al.*13 citations*
25. **[A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance Judgment ↗](https://doi.org/10.1145/3726302.3730159)**Negar Arabzadeh, Charles L. A. Clarke*12 citations*

[See all 540 papers in SIGIR 2025 — accepted papers →](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2025/papers/)

## Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. **[ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding](https://md.research.elamur.ai/free/en/papers/sun-2025-rearter-retrieval-augmented-reasoning-trustworthy/) [International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/)**Zhongxiang Sun, Qipeng Wang, Weijie Yu, et al.*2025 · 22 citations*

## Top topics

Topics of its works in our library, with the number of works on each.

[Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Information retrieval & search (1)](https://md.research.elamur.ai/free/en/topics/information-retrieval/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Han Li**1 work here · 22 citations](https://md.research.elamur.ai/free/en/authors/han-li/) · [🧑‍🔬**Jun Xu**1 work here · 22 citations](https://md.research.elamur.ai/free/en/authors/jun-xu/) · [🧑‍🔬**Kai Zheng**1 work here · 22 citations](https://md.research.elamur.ai/free/en/authors/kai-zheng/) · [🧑‍🔬**Weijie Yu**1 work here · 22 citations](https://md.research.elamur.ai/free/en/authors/weijie-yu/) · [🧑‍🔬**Xiao Zhang**1 work here · 22 citations](https://md.research.elamur.ai/free/en/authors/xiao-zhang/) · [🧑‍🔬**Xiaoxue Zang**1 work here · 22 citations](https://md.research.elamur.ai/free/en/authors/xiaoxue-zang/) · [🧑‍🔬**Zhongxiang Sun**1 work here · 22 citations](https://md.research.elamur.ai/free/en/authors/zhongxiang-sun/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**University of International Business and Economics** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-international-business-and-economics/) · [🏢**Kuaishou** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/companies/kuaishou/) · [🎓**Renmin University of China** Beijing · China 1 work here](https://md.research.elamur.ai/free/en/universities/renmin-university-of-china/)

works and citations from OpenAlex and our library.

- [← previous SIGIR 2024](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/2024/)
- [↑ back to SIGIR](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/)