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8 changes: 4 additions & 4 deletions README.md
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Expand Up @@ -1423,10 +1423,10 @@ Federated Learning papers accepted by top Information Retrieval conference and j

|Title | Affiliation | Venue | Year | Materials|
| ------------------------------------------------------------ | ------------------------------- | ----- | ---- | ------------------------------------------------------------ |
|ReFer: Retrieval-Enhanced Vertical Federated Recommendation for Full Set User Benefit | THU | SIGIR | 2024 | [[PUB](https://dl.acm.org/doi/10.1145/3626772.3657763)] |
|Revisit Targeted Model Poisoning on Federated Recommendation: Optimize via Multi-objective Transport | ZJU | SIGIR | 2024 | [[PUB](https://dl.acm.org/doi/10.1145/3626772.3657764)] |
|FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation | UQ | SIGIR | 2024 | [[PUB](https://dl.acm.org/doi/10.1145/3626772.3657853)] [PDF](https://arxiv.org/abs/2402.11891) [CODE](https://github.com/ielab/FeB4RAG) |
|FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction | Alibaba Group | SIGIR | 2024 | [[PUB](https://dl.acm.org/doi/10.1145/3626772.3657941)] |
| ReFer: Retrieval-Enhanced Vertical Federated Recommendation for Full Set User Benefit | THU | SIGIR | 2024 | [[PUB](https://dl.acm.org/doi/10.1145/3626772.3657763)] |
| Revisit Targeted Model Poisoning on Federated Recommendation: Optimize via Multi-objective Transport | ZJU | SIGIR | 2024 | [[PUB](https://dl.acm.org/doi/10.1145/3626772.3657764)] |
| FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation | UQ | SIGIR | 2024 | [[PUB](https://dl.acm.org/doi/10.1145/3626772.3657853)] [[PDF](https://arxiv.org/abs/2402.11891)] [[CODE](https://github.com/ielab/FeB4RAG)] |
| FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction | Alibaba Group | SIGIR | 2024 | [[PUB](https://dl.acm.org/doi/10.1145/3626772.3657941)] |
| Personalized Federated Relation Classification over Heterogeneous Texts | NUDT | SIGIR | 2023 | [[PUB](https://dl.acm.org/doi/10.1145/3539618.3591748)] |
| Fine-Grained Preference-Aware Personalized Federated POI Recommendation with Data Sparsity | SDU | SIGIR | 2023 | [[PUB](https://dl.acm.org/doi/10.1145/3539618.3591688)] |
| Manipulating Federated Recommender Systems: Poisoning with Synthetic Users and Its Countermeasures | UQ | SIGIR | 2023 | [[PUB](https://dl.acm.org/doi/10.1145/3539618.3591722)] [[PDF](https://arxiv.org/abs/2304.03054)] |
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30 changes: 30 additions & 0 deletions data.yaml
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Expand Up @@ -13551,6 +13551,36 @@ fl-in-top-ir-conference-and-journal:
year: 4
materials: 60
body:
- title: 'ReFer: Retrieval-Enhanced Vertical Federated Recommendation for Full Set
User Benefit'
affiliation: THU
venue: SIGIR
year: '2024'
materials:
PUB: https://dl.acm.org/doi/10.1145/3626772.3657763
- title: 'Revisit Targeted Model Poisoning on Federated Recommendation: Optimize
via Multi-objective Transport'
affiliation: ZJU
venue: SIGIR
year: '2024'
materials:
PUB: https://dl.acm.org/doi/10.1145/3626772.3657764
- title: 'FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented
Generation'
affiliation: UQ
venue: SIGIR
year: '2024'
materials:
PUB: https://dl.acm.org/doi/10.1145/3626772.3657853
PDF: https://arxiv.org/abs/2402.11891
CODE: https://github.com/ielab/FeB4RAG
- title: 'FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through
Rate Prediction'
affiliation: Alibaba Group
venue: SIGIR
year: '2024'
materials:
PUB: https://dl.acm.org/doi/10.1145/3626772.3657941
- title: Personalized Federated Relation Classification over Heterogeneous Texts
affiliation: NUDT
venue: SIGIR
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