RaaS: Reasoning-Aware Attention Sparsity for Efficient LLM Reasoning.

Zhenwen Li Junhao Hu Wenrui Huang Weidong Wang Zhenwen Li Tiancheng Hu Zhixia Liu Xusheng Chen Tao Xie Yizhou Shan RaaS: Reasoning-Aware Attention Sparsity for Efficient LLM Reasoning. 2577-2590 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.131 https://aclanthology.org/2025.findings-acl.131/ conf/acl/2025f db/conf/acl/acl2025f.html#HuHWLHLCXS25

Tao Xie 0001 David Harel Dezhi Ran Zhenwen Li Maoliang Li Zhi Yang 0001 Leye Wang Xiang Chen Ying Zhang 0012 Wentao Zhang 0001 Meng Li Chen Zhang 0001 Linyi Li 0001 Assaf Marron Data and System Perspectives of Sustainable Artificial Intelligence. 2025 January abs/2501.07487 CoRR https://doi.org/10.48550/arXiv.2501.07487 db/journals/corr/corr2501.html#abs-2501-07487 streams/journals/corr

Junhao Hu Wenrui Huang Weidong Wang Zhenwen Li Tiancheng Hu Zhixia Liu Xusheng Chen Tao Xie 0001 Yizhou Shan Efficient Long-Decoding Inference with Reasoning-Aware Attention Sparsity. 2025 February abs/2502.11147 CoRR https://doi.org/10.48550/arXiv.2502.11147 db/journals/corr/corr2502.html#abs-2502-11147 streams/journals/corr

Linyi Li 0001 Shijie Geng Zhenwen Li Yibo He Hao Yu 0016 Ziyue Hua Guanghan Ning Siwei Wang Tao Xie 0001 Hongxia Yang InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/e888eb9400fe14bb70e057aa1d719188-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2024 db/conf/nips/neurips2024.html#0001GLHYHNW0Y24

Zhenwen Li Tao Xie 0001 Using LLM to select the right SQL Query from candidates. 2024 abs/2401.02115 CoRR https://doi.org/10.48550/arXiv.2401.02115 db/journals/corr/corr2401.html#abs-2401-02115

Linyi Li 0001 Shijie Geng Zhenwen Li Yibo He Hao Yu 0016 Ziyue Hua Guanghan Ning Siwei Wang Tao Xie 0001 Hongxia Yang InfiCoder-Eval: Systematically Evaluating the Question-Answering Capabilities of Code Large Language Models. 2024 abs/2404.07940 CoRR https://doi.org/10.48550/arXiv.2404.07940 db/journals/corr/corr2404.html#abs-2404-07940

Zhenwen Li Jian-Guang Lou Tao Xie 0001 Data Transformation to Construct a Dataset for Generating Entity-Relationship Model from Natural Language. 2023 abs/2312.13694 CoRR https://doi.org/10.48550/arXiv.2312.13694 db/journals/corr/corr2312.html#abs-2312-13694

Zhenwen Li Jiaqi Guo Qian Liu 0033 Jian-Guang Lou Tao Xie 0001 Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing. 3616-3625 2022 EMNLP https://doi.org/10.18653/v1/2022.emnlp-main.237 https://aclanthology.org/2022.emnlp-main.237 conf/emnlp/2022 db/conf/emnlp/emnlp2022.html#LiGLL022 Jinbo Wu Yonggang Liu 0002 Xingrong Song Shangfeng Xiong Sijia Hu Zhenwen Li Research and Application of AGC Control Method for Energy Storage Power Stations Using Data of Regulation Cloud. 646-650 2022 ICITEE https://doi.org/10.1145/3582935.3583043 conf/icitee/2022 db/conf/icitee/icitee2022.html#WuLSXHL22 Zhengkai Wu Vu Le 0002 Ashish Tiwari 0001 Sumit Gulwani Arjun Radhakrishna Ivan Radicek Gustavo Soares Xinyu Wang 0006 Zhenwen Li Tao Xie 0001 NL2Viz: natural language to visualization via constrained syntax-guided synthesis. 972-983 2022 ESEC/SIGSOFT FSE https://doi.org/10.1145/3540250.3549140 conf/sigsoft/2022 db/conf/sigsoft/fse2022.html#Wu00GRRSWL022 Tunhou Zhang Hsin-Pai Cheng Zhenwen Li Feng Yan 0001 Chengyu Huang 0001 Hai Helen Li Yiran Chen 0001 AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture. 6829-6836 2020 AAAI https://doi.org/10.1609/aaai.v34i04.6163 conf/aaai/2020 db/conf/aaai/aaai2020.html#ZhangCL0HLC20 Zhenwen Li Wenhao Wu Sujian Li Composing Elementary Discourse Units in Abstractive Summarization. 6191-6196 2020 ACL https://doi.org/10.18653/v1/2020.acl-main.551 https://aclanthology.org/2020.acl-main.551/ conf/acl/2020 db/conf/acl/acl2020.html#LiWL20 Jiaqi Guo Qian Liu 0033 Jian-Guang Lou Zhenwen Li Xueqing Liu 0001 Tao Xie 0001 Ting Liu 0002 Benchmarking Meaning Representations in Neural Semantic Parsing. 1520-1540 2020 EMNLP (1) https://doi.org/10.18653/v1/2020.emnlp-main.118 https://aclanthology.org/2020.emnlp-main.118/ conf/emnlp/2020-1 db/conf/emnlp/emnlp2020-1.html#GuoLLLLXL20 Linyi Li 0001 Zhenwen Li Weijie Zhang Jun Zhou Pengcheng Wang Jing Wu Guanghua He Xia Zeng Yuetang Deng Tao Xie 0001 Clustering test steps in natural language toward automating test automation. 1285-1295 2020 ESEC/SIGSOFT FSE https://doi.org/10.1145/3368089.3417067 conf/sigsoft/2020 db/conf/sigsoft/fse2020.html#LiLZZWWHZDX20

Tunhou Zhang Hsin-Pai Cheng Zhenwen Li Feng Yan 0001 Chengyu Huang 0001 Hai Helen Li Yiran Chen 0001 AutoShrink: A Topology-aware NAS for Discovering Efficient Neural Architecture. 2019 abs/1911.09251 CoRR http://arxiv.org/abs/1911.09251 db/journals/corr/corr1911.html#abs-1911-09251

Xiang Chen Xusheng Chen Yiran Chen 0001 Hsin-Pai Cheng Yuetang Deng Shijie Geng Sumit Gulwani Jiaqi Guo David Harel Guanghua He Yibo He Junhao Hu Sijia Hu Tiancheng Hu Ziyue Hua Chengyu Huang 0001 Wenrui Huang Vu Le 0002 Hai Li 0001Hai Helen Li Linyi Li 0001 Maoliang Li Meng Li Sujian Li Qian Liu 0033 Ting Liu 0002 Xueqing Liu 0001 Yonggang Liu 0002 Zhixia Liu Jian-Guang Lou Assaf Marron Guanghan Ning Arjun Radhakrishna Ivan Radicek Dezhi Ran Yizhou Shan Gustavo Soares Xingrong Song Ashish Tiwari 0001 Leye Wang Pengcheng Wang Siwei Wang Weidong Wang Xinyu Wang 0006 Jinbo Wu Jing Wu Wenhao Wu Zhengkai Wu Tao Xie Tao Xie 0001 Shangfeng Xiong Feng Yan 0001 Hongxia Yang Zhi Yang 0001 Hao Yu 0016 Xia Zeng Chen Zhang 0001 Tunhou Zhang Weijie Zhang Wentao Zhang 0001 Ying Zhang 0012 Jun Zhou