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Mingfu Liang

◀ ▶ joint publications with Tianlong Chen 0001

> Home > Persons > Mingfu Liang

Publications

2026
[c21]
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  - conf/acl/ZhangLYJCHLZLSL26
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  - https://dblp.org/rec/conf/acl/ZhangLYJCHLZLSL26
Yihua Zhang, Mingfu Liang, Jiyan Yang, Rong Jin, Wen-Yen Chen, Yiping Han, Huayu Li, Buyun Zhang, Liang Luo, Luke Simon, Sijia Liu, Tianlong Chen, Xi Liu:
ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation. ACL (Findings) 2026: 7960-7980
[i27]
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  - journals/corr/abs-2602-19938
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  - https://dblp.org/rec/journals/corr/abs-2602-19938
Zijie Liu, Jie Peng, Jinhao Duan, Zirui Liu, Kaixiong Zhou, Mingfu Liang, Luke Simon, Xi Liu, Zhaozhuo Xu, Tianlong Chen:
A Replicate-and-Quantize Strategy for Plug-and-Play Load Balancing of Sparse Mixture-of-Experts LLMs. CoRR abs/2602.19938 (2026)
[i25]
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  - journals/corr/abs-2606-27732
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Yuhang Chen, Xianfeng Wu, Jinhao Duan, Mingfu Liang, Xiaohan Wei, Yunchen Pu, Fei Tian, Chonglin Sun, Parish Aggarwal, Frank Shyu, Luke Simon, Sandeep Pandey, Xi Liu, Tianlong Chen:
Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation. CoRR abs/2606.27732 (2026)
[i24]
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  - journals/corr/abs-2606-27743
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Yuhang Chen, Jinhao Duan, Ruichen Zhang, Mingfu Liang, Xiaohan Wei, Yunchen Pu, Fei Tian, Chonglin Sun, Parish Aggarwal, Frank Shyu, Luke Simon, Sandeep Pandey, Tianlong Chen, Xi Liu:
End-to-End Dynamic Sparsity for Resource-Adaptive LLM Inference. CoRR abs/2606.27743 (2026)
[i23]
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  - journals/corr/abs-2606-28357
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Yihua Zhang, Mingfu Liang, Jiyan Yang, Rong Jin, Wen-Yen Chen, Yiping Han, Huayu Li, Buyun Zhang, Liang Luo, Frank Shyu, Luke Simon, Sijia Liu, Tianlong Chen, Xi Liu:
ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation. CoRR abs/2606.28357 (2026)
2025
[c20]
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  - conf/acl/Zhou0ZLZXLGCYML25
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Huixue Zhou, Hengrui Gu, Zaifu Zhan, Xi Liu, Kaixiong Zhou, Yongkang Xiao, Mingfu Liang, Srinivas Prasad Govindan, Piyush Chawla, Jiyan Yang, Xiangfei Meng, Huayu Li, Buyun Zhang, Liang Luo, Wen-Yen Chen, Yiping Han, Bo Long, Rui Zhang, Tianlong Chen:
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit. ACL (1) 2025: 26443-26458
[i19]
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  - journals/corr/abs-2501-02173
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Huixue Zhou, Hengrui Gu, Xi Liu, Kaixiong Zhou, Mingfu Liang, Yongkang Xiao, Srinivas Govindan, Piyush Chawla, Jiyan Yang, Xiangfei Meng, Huayu Li, Buyun Zhang, Liang Luo, Wen-Yen Chen, Yiping Han, Bo Long, Rui Zhang, Tianlong Chen:
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit. CoRR abs/2501.02173 (2025)

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