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Simin Niu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

16

Venues

3

Active years

2024–2026

Best venue rank

A*

Where they publish

Papers

16 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAISEAP: Sparse Expert Activation Pruning Unlocks the Brainpower of Large Language Models.Xun Liang, Hanyu Wang, Huayi Lai, Simin Niu, Shichao Song, Jiawei Yang, Jihao Zhao, Feiyu Xiong, Bo Tang, Zhiyu Li
2026AAAISafe RAG by RAG: Untying the Bell That RAG Rang with the RAG Hand.Xun Liang, Mengwei Wang, Yuefeng Ma, Simin Niu
2026ACLRoleCDE: Benchmarking and Mitigating Role-Alignment Trade-offs in Role-Playing Agents.Huayi Lai, Shichao Song, Simin Niu, Hanyu Wang, Jiawei Yang, Zhouxing Wang, Zhiqiang Yin, Xun Liang
2026ACLPibE-MPP: A Play-it-by-Ear Masking Performance Plug-in for LLMs.Mengwei Wang, Simin Niu, Xun Liang, Yuefeng Ma, Sensen Zhang, Jiawei Yang, Shichao Song, Hanyu Wang, Huayi Lai
2026ACLUniCreative: Unifying Long-form Logic and Short-form Sparkle via Reference-Free Reinforcement Learning.Xiaolong Wei, Zerun Zhu, Simin Niu, Xingyu Zhang, Peiying Yu, Changxuan Xiao, Yuchen Li, Jicheng Yang, Zhejun Zhao, Chong Meng, Long Xia, Daiting Shi
2025AAAIIntegrating Large Language Models and Mbius Group Transformations for Temporal Knowledge Graph Embedding on the Riemann Sphere.Sensen Zhang, Xun Liang, Simin Niu, Zhendong Niu, Bo Wu, Gengxin Hua, Long Wang, Zhenyu Guan, Hanyu Wang, Xuan Zhang, Zhiyu Li, Yuefeng Ma
2025ACLSafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model.Xun Liang, Simin Niu, Zhiyu Li, Sensen Zhang, Hanyu Wang, Feiyu Xiong, Jason Zhaoxin Fan, Bo Tang, Jihao Zhao, Jiawei Yang, Shichao Song, Mengwei Wang
2025ACLQAEncoder: Towards Aligned Representation Learning in Question Answering Systems.Zhengren Wang, Qinhan Yu, Shida Wei, Zhiyu Li, Feiyu Xiong, Xiaoxing Wang, Simin Niu, Hao Liang, Wentao Zhang
2025ACLGuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning.Qingchen Yu, Zifan Zheng, Ding Chen, Simin Niu, Bo Tang, Feiyu Xiong, Zhiyu Li
2025ACLMoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System.Jihao Zhao, Zhiyuan Ji, Zhaoxin Fan, Hanyu Wang, Simin Niu, Bo Tang, Feiyu Xiong, Zhiyu Li
2025ICASSPRetrieval-Augmented Multilingual Citation Generation.Xun Liang, Simin Niu, Sensen Zhang, Zhiyu Li, Xuan Zhang, Bo Wu, Feiyu Xiong, Bo Tang, Hanyu Wang, Shichao Song, Mengwei Wang, Jiawei Yang
2025ICASSPWhen Sparse Graph Representation Learning Falls into Domain Shift: Feature Augmentation for Cross-Domain Graph Meta-Learning.Simin Niu, Xun Liang, Sensen Zhang, Zhiyu Li, Xuan Zhang, Wu Bo, Hanyu Wang, Shichao Song, Mengwei Wang, Jiawei Yang
2024AAAIWhen Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract).Simin Niu, Xun Liang, Sensen Zhang, Shichao Song, Xuan Zhang, Xiaoping Zhou
2024AAAIBiomedical Knowledge Graph Embedding with Householder Projection (Student Abstract).Sensen Zhang, Xun Liang, Simin Niu, Xuan Zhang, Chen Feng, Yuefeng Ma
2024ACLUHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation.Xun Liang, Shichao Song, Simin Niu, Zhiyu Li, Feiyu Xiong, Bo Tang, Yezhaohui Wang, Dawei He, Cheng Peng, Zhonghao Wang, Haiying Deng
2024ICASSPTemporal Knowledge Graph Embedding using Householder Transformations.Sensen Zhang, Xun Liang, Simin Niu, Junlan Feng, Chen Feng, Mengwei Wang