SCALAR: Scientific Citation-based Live Assessment of Long-context Academic Reasoning.

Liqun Ma Renxi Wang Honglin Mu Liqun Ma Lizhi Lin Yunlong Feng Timothy Baldwin Xudong Han Haonan Li 0002 SCALAR: Scientific Citation-based Live Assessment of Long-context Academic Reasoning. EACL (Volume 1: Long Papers) 2026 7817-7830 conf/eacl/2026-1 https://doi.org/10.18653/v1/2026.eacl-long.366 https://aclanthology.org/2026.eacl-long.366/ db/conf/eacl/eacl2026-1.html#WangMMLFBHL26 streams/conf/eacl

Shengkun Tang Liqun Ma Haonan Li Mingjie Sun Zhiqiang Shen Bi-Mamba: Towards Accurate 1-Bit State Space Model. 2025 2025 Trans. Mach. Learn. Res. https://openreview.net/forum?id=CKQ4AgoRQm db/journals/tmlr/tmlr2025.html#TangMLSS25 streams/journals/tmlr

Zhengzhong Liu 0001 Bowen Tan Hongyi Wang 0001 Willie Neiswanger Tianhua Tao Haonan Li 0002 Fajri Koto Yuqi Wang Suqi Sun Omkar Pangarkar Richard Fan Yi Gu 0002 Victor Miller Liqun Ma Liping Tang Nikhil Ranjan Yonghao Zhuang 0001 Guowei He Renxi Wang Mingkai Deng Robin Algayres Yuanzhi Li Zhiqiang Shen Preslav Nakov Eric P. Xing LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch. 2025 January abs/2501.07124 CoRR https://doi.org/10.48550/arXiv.2501.07124 db/journals/corr/corr2501.html#abs-2501-07124 streams/journals/corr

Renxi Wang Honglin Mu Liqun Ma Lizhi Lin Yunlong Feng Timothy Baldwin Xudong Han Haonan Li 0002 SCALAR: Scientific Citation-based Live Assessment of Long-context Academic Reasoning. 2025 February abs/2502.13753 CoRR https://doi.org/10.48550/arXiv.2502.13753 db/journals/corr/corr2502.html#abs-2502-13753 streams/journals/corr

Zhoujun Cheng Richard Fan Shibo Hao Taylor W. Killian Haonan Li 0002 Suqi Sun Hector Ren Alexander Moreno Daqian Zhang Tianjun Zhong Yuxin Xiong Yuanzhe Hu Yutao Xie Xudong Han Yuqi Wang Varad Pimpalkhute Yonghao Zhuang 0001 Aaryamonvikram Singh Xuezhi Liang Anze Xie Jianshu She Desai Fan Chengqian Gao Liqun Ma Mikhail Yurochkin John Maggs Xuezhe Ma Guowei He Zhiting Hu Zhengzhong Liu 0001 Eric P. Xing K2-Think: A Parameter-Efficient Reasoning System. 2025 September abs/2509.07604 CoRR https://doi.org/10.48550/arXiv.2509.07604 db/journals/corr/corr2509.html#abs-2509-07604 streams/journals/corr

Chengqian Gao Haonan Li 0002 Taylor W. Killian Jianshu She Renxi Wang Liqun Ma Zhoujun Cheng Shibo Hao Zhiqiang Xu Concise Reasoning in the Lens of Lagrangian Optimization. 2025 October abs/2510.10168 CoRR https://doi.org/10.48550/arXiv.2510.10168 db/journals/corr/corr2510.html#abs-2510-10168 streams/journals/corr

Chuang Cai Zhijian Qu Liqun Ma Lianfei Yu Wenbo Liu Chongguang Ren Spatial-Temporal Traffic Flow Prediction With Fusion Graph Convolution Network and Enhanced Gated Recurrent Units. 56477-56491 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3349690 db/journals/access/access12.html#CaiQMYLR24

Liqun Ma Mingjie Sun Zhiqiang Shen FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation. 2024 abs/2407.07093 CoRR https://doi.org/10.48550/arXiv.2407.07093 db/journals/corr/corr2407.html#abs-2407-07093 streams/journals/corr

Shengkun Tang Liqun Ma Haonan Li Mingjie Sun Zhiqiang Shen Bi-Mamba: Towards Accurate 1-Bit State Space Models. 2024 abs/2411.11843 CoRR https://doi.org/10.48550/arXiv.2411.11843 db/journals/corr/corr2411.html#abs-2411-11843 streams/journals/corr

Liqun Ma Dongyuan Meng Xu Huang Shuaihe Zhao Vision-Based Formation Control for an Outdoor UAV Swarm With Hierarchical Architecture. 75134-75151 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3296603 db/journals/access/access11.html#MaMHZ23

Danjie Chen Yan Zheng Liqun Ma Fen Qin An Ontology-Based Knowledge Representation Method for Typhoon Events from Chinese News Reports. 383 2023 September 12 ISPRS Int. J. Geo Inf. 9 https://doi.org/10.3390/ijgi12090383 db/journals/ijgi/ijgi12.html#ChenZMQ23

Zhiqiang Shen Tianhua Tao Liqun Ma Willie Neiswanger Zhengzhong Liu 0001 Hongyi Wang 0001 Bowen Tan Joel Hestness Natalia Vassilieva Daria Soboleva Eric P. Xing SlimPajama-DC: Understanding Data Combinations for LLM Training. 2023 abs/2309.10818 CoRR https://doi.org/10.48550/arXiv.2309.10818 db/journals/corr/corr2309.html#abs-2309-10818

Rocktim Jyoti Das Liqun Ma Zhiqiang Shen Beyond Size: How Gradients Shape Pruning Decisions in Large Language Models. 2023 abs/2311.04902 CoRR https://doi.org/10.48550/arXiv.2311.04902 db/journals/corr/corr2311.html#abs-2311-04902

Jianquan Li Xiaokang Liu Wenpeng Yin 0001 Min Yang 0007 Liqun Ma Yaohong Jin Empirical evaluation of multi-task learning in deep neural networks for natural language processing. 4417-4428 2021 33 Neural Comput. Appl. 9 https://doi.org/10.1007/s00521-020-05268-w db/journals/nca/nca33.html#LiLYYMJ21

Haitao Lin 0001 Liqun Ma Junnan Zhu Lu Xiang Yu Zhou 0001 Jiajun Zhang 0001 Chengqing Zong CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization. 4436-4451 2021 EMNLP (1) https://doi.org/10.18653/v1/2021.emnlp-main.365 https://aclanthology.org/2021.emnlp-main.365 conf/emnlp/2021-1 db/conf/emnlp/emnlp2021-1.html#LinMZXZZZ21

Haitao Lin 0001 Liqun Ma Junnan Zhu Lu Xiang Yu Zhou 0001 Jiajun Zhang 0001 Chengqing Zong CSDS: A Fine-grained Chinese Dataset for Customer Service Dialogue Summarization. 2021 abs/2108.13139 CoRR https://arxiv.org/abs/2108.13139 db/journals/corr/corr2108.html#abs-2108-13139

Haifeng Xu Jianfei Pang Xi Yang Liqun Ma Huajian Mao Dongsheng Zhao Applying clinical guidelines to conformance checking for diagnosis and treatment: a case study of ischemic stroke. 2125-2130 2020 BIBM https://doi.org/10.1109/BIBM49941.2020.9313532 conf/bibm/2020 db/conf/bibm/bibm2020.html#XuPYMMZ20

Haoming Xia Jinyu Zhao Yaochen Qin Jia Yang Yaoping Cui Hongquan Song Liqun Ma Ning Jin Qingmin Meng Changes in Water Surface Area during 1989-2017 in the Huai River Basin using Landsat Data and Google Earth Engine. 1824 2019 11 Remote. Sens. 15 https://doi.org/10.3390/rs11151824 https://www.wikidata.org/entity/Q127404821 db/journals/remotesensing/remotesensing11.html#XiaZQYCSMJM19

Liqun Ma Haoming Xia Qingmin Meng Spatiotemporal Variability of Asymmetric Daytime and Night-Time Warming and Its Effects on Vegetation in the Yellow River Basin from 1982 to 2015. 1832 2019 19 Sensors 8 https://doi.org/10.3390/s19081832 https://www.wikidata.org/entity/Q64251459 db/journals/sensors/sensors19.html#MaXM19

Jianquan Li Xiaokang Liu Wenpeng Yin 0001 Min Yang 0007 Liqun Ma An Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing. 2019 abs/1908.07820 CoRR http://arxiv.org/abs/1908.07820 db/journals/corr/corr1908.html#abs-1908-07820

Congming Zhang Liqun Liu Liqun Ma 一种新的群智能算法: 狮群算法 (New Swarm Intelligent Algorithms: Lions Algorithm). 114-116 2018 45 计算机科学 6A http://www.jsjkx.com/CN/Y2018/V45/I6A/114 http://www.jsjkx.com/EN/Y2018/V45/I6A/114 db/journals/jsjkx/jsjkx45.html#ZhangLM18

Peng Zhang 0002 Jiabin Niu Zhan Su 0002 Benyou Wang Liqun Ma Dawei Song 0001 End-to-End Quantum-like Language Models with Application to Question Answering. 2018 AAAI https://doi.org/10.1609/aaai.v32i1.11979 conf/aaai/2018 db/conf/aaai/aaai2018.html#ZhangNSWM018 5666-5673 Benyou Wang Jiabin Niu Liqun Ma Yuhua Zhang Lipeng Zhang Jingfei Li Peng Zhang 0002 Dawei Song 0001 A Chinese Question Answering Approach Integrating Count-Based and Embedding-Based Features. 934-941 2016 NLPCC/ICCPOL https://doi.org/10.1007/978-3-319-50496-4_88 conf/nlpcc/2016 db/conf/nlpcc/nlpcc2016.html#WangNMZZLZS16 Xiaodong Wang 0021 Xiujun Wang Yi Luo Chong Liu Liqun Ma Vision-Based Assembly of Capillary for Microfluidic Device. 1347-1352 2006 IROS https://doi.org/10.1109/IROS.2006.281921 conf/iros/2006 db/conf/iros/iros2006.html#WangWLLM06 Robin Algayres Timothy Baldwin Chuang Cai Danjie Chen Zhoujun Cheng Yaoping Cui Rocktim Jyoti Das Mingkai Deng Desai Fan Richard Fan Yunlong Feng Chengqian Gao Yi Gu 0002 Xudong Han Shibo Hao Guowei He Joel Hestness Yuanzhe Hu Zhiting Hu Xu Huang Ning Jin Yaohong Jin Taylor W. Killian Fajri Koto Haonan Li Haonan Li 0002 Jianquan Li Jingfei Li Yuanzhi Li Xuezhi Liang Haitao Lin 0001 Lizhi Lin Chong Liu Liqun Liu Wenbo Liu Xiaokang Liu Zhengzhong Liu 0001 Yi Luo Xuezhe Ma John Maggs Huajian Mao Dongyuan Meng Qingmin Meng Victor Miller Alexander Moreno Honglin Mu Preslav Nakov Willie Neiswanger Jiabin Niu Jianfei Pang Omkar Pangarkar Varad Pimpalkhute Fen Qin Yaochen Qin Zhijian Qu Nikhil Ranjan Chongguang Ren Hector Ren Jianshu She Zhiqiang Shen Aaryamonvikram Singh Daria Soboleva Dawei Song 0001 Hongquan Song Zhan Su 0002 Mingjie Sun Suqi Sun Bowen Tan Liping Tang Shengkun Tang Tianhua Tao Natalia Vassilieva Benyou Wang Hongyi Wang 0001 Renxi Wang Xiaodong Wang 0021 Xiujun Wang Yuqi Wang Haoming Xia Lu Xiang Anze Xie Yutao Xie Eric P. Xing Yuxin Xiong Haifeng Xu Zhiqiang Xu Jia Yang Min Yang 0007 Xi Yang Wenpeng Yin 0001 Lianfei Yu Mikhail Yurochkin Congming Zhang Daqian Zhang Jiajun Zhang 0001 Lipeng Zhang Peng Zhang 0002 Yuhua Zhang Dongsheng Zhao Jinyu Zhao Shuaihe Zhao Yan Zheng Tianjun Zhong Yu Zhou 0001 Junnan Zhu Yonghao Zhuang 0001 Chengqing Zong