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2020 – today
- 2026
[c8]Qingchuan Li, Mingyue Cheng, Zirui Liu, Daoyu Wang, Yuting Zeng, Tongxuan Liu:
From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation. AAAI 2026: 31671-31679- [c7]Qingchuan Li
, Jiatong Li, Zirui Liu, Mingyue Cheng, Yitong Zhou, Yuting Zeng, Qi Liu, Tongxuan Liu:
Are LLMs Stable Formal Logic Translators in Logical Reasoning Across Linguistically Diversified Texts? WWW 2026: 3633-3644 - [i24]Xiaoheng Wang, Tongxuan Liu, Zi Gong, Xianzhe Dong, Yuting Zeng, Minhan Hu, Weizhe Huang, Jing Li:
IFDNS: An Iterative Feedback-Driven Neuro-Symbolic Method for Faithful Logical Reasoning. CoRR abs/2601.07464 (2026) - [i23]Huanyu Liu, Ge Li, Yihong Dong, Sihan Wu, Peixu Wang, Sihao Cheng, Taozhi Chen, Kechi Zhang, Hao Zhu, Tongxuan Liu:
Do Transformers Have the Ability for Periodicity Generalization? CoRR abs/2601.22690 (2026) - [i22]Yufei Xu, Fanxu Meng, Fan Jiang, Yuxuan Wang, Ruijie Zhou, Zhaohui Wang, Jiexi Wu, Zhixin Pan, Xiaojuan Tang, Wenjie Pei, Tongxuan Liu, Di yin, Xing Sun, Muhan Zhang:
HISA: Efficient Hierarchical Indexing for Fine-Grained Sparse Attention. CoRR abs/2603.28458 (2026) - [i21]Ben Wan, Yan Feng, Zihan Tang, Weizhe Huang, Yuting Zeng, Jia Wang, Tongxuan Liu:
RTPrune: Reading-Twice Inspired Token Pruning for Efficient DeepSeek-OCR Inference. CoRR abs/2605.00392 (2026) - [i20]Ruijie Zhou, Fanxu Meng, Yufei Xu, Tongxuan Liu, Guangming Lu, Muhan Zhang, Wenjie Pei:
MISA: Mixture of Indexer Sparse Attention for Long-Context LLM Inference. CoRR abs/2605.07363 (2026) - [i19]Zihan Tang, Leqi Shen, Hui Chen, Ao Wang, Ben Wan, Yan Feng, Ke Zhang, Sicheng Zhao, Tongxuan Liu, Guiguang Ding:
FastOCR: Dynamic Visual Fixation via KV Cache Pruning for Efficient Document Parsing. CoRR abs/2605.17447 (2026) - [i18]Jiaxing Wang, Deping Xiang, Jin Xu, Zirui Liu, Zicheng Zhang, Guoqiang Gong, Jun Fang, Chao Liu, Pengzhang Liu, Tongxuan Liu, Ke Zhang, Qixia Jiang:
BLADE: Scalable Bi-level Adaptive Data Selection for LLM Training. CoRR abs/2606.18650 (2026) - 2025
- [c6]Lei Jiang, Zixun Zhang, Yuting Zeng, Chunzhao Xie, Tongxuan Liu, Zhen Li, Lechao Cheng, Xiaohua Xu:
DCP: Dual-Cue Pruning for Efficient Large Vision-Language Models. EMNLP 2025: 21191-21204 - [c5]Yuting Zeng, Weizhe Huang, Lei Jiang, Tongxuan Liu, Xitai Jin, Chen Tianying Tiana, Jing Li, Xiaohua Xu:
S²-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency. NAACL (Long Papers) 2025: 9393-9408 - [c4]Tongxuan Liu, Wenjiang Xu, Weizhe Huang, Yuting Zeng, Jiaxing Wang, Xingyu Wang, Hailong Yang, Jing Li:
Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models. NAACL (Long Papers) 2025: 10168-10185 - [c3]Siqi Wang, Hailong Yang, Xuezhu Wang, Tongxuan Liu, Pengbo Wang, Yufan Xu, Xuning Liang, Kejie Ma, Tianyu Feng, Xin You, Ruihao Gong, Rui Wang, Zhongzhi Luan, Yi Liu, Depei Qian:
Towards Efficient LLM Inference via Collective and Adaptive Speculative Decoding. SC 2025: 973-990 - [i17]Yuting Zeng, Weizhe Huang, Lei Jiang, Tongxuan Liu, Xitai Jin, Chen Tianying Tiana, Jing Li, Xiaohua Xu:
S2-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency. CoRR abs/2502.04790 (2025) - [i16]Chunzhao Xie, Tongxuan Liu, Lei Jiang, Yuting Zeng, Jinrong Guo, Yunheng Shen, Weizhe Huang, Jing Li, Xiaohua Xu:
TARAC: Mitigating Hallucination in LVLMs via Temporal Attention Real-time Accumulative Connection. CoRR abs/2504.04099 (2025) - [i15]Yu Wu, Tongxuan Liu, Yuting Zeng, Siyu Wu, Jun Xiong, Xianzhe Dong, Hailong Yang, Ke Zhang, Jing Li:
Arrow: Adaptive Scheduling Mechanisms for Disaggregated LLM Inference Architecture. CoRR abs/2505.11916 (2025) - [i14]Xianzhe Dong, Tongxuan Liu, Yuting Zeng, Liangyu Liu, Yang Liu, Siyu Wu, Yu Wu, Hailong Yang, Ke Zhang, Jing Li:
HydraInfer: Hybrid Disaggregated Scheduling for Multimodal Large Language Model Serving. CoRR abs/2505.12658 (2025) - [i13]Qingchuan Li, Jiatong Li, Zirui Liu, Mingyue Cheng, Yuting Zeng, Qi Liu, Tongxuan Liu:
Are LLMs Reliable Translators of Logical Reasoning Across Lexically Diversified Contexts? CoRR abs/2506.04575 (2025) - [i12]Tongxuan Liu, Tao Peng, Peijun Yang, Xiaoyang Zhao, Xiusheng Lu, Weizhe Huang, Zirui Liu, Xiaoyu Chen, Zhiwei Liang, Jun Xiong, Donghe Jin, Minchao Zhang, Jinrong Guo, Yingxu Deng, Xu Zhang, Xianzhe Dong, Siqi Wang, Siyu Wu, Yu Wu, Zihan Tang, Yuting Zeng, Yanshu Wang, Jinguang Liu, Meng Kang, Menxin Li, Yunlong Wang, Yiming Liu, Xiaolong Ma, Yifan Wang, Yichen Zhang, Jinrun Yin, Keyang Zheng, Jiawei Yin, Jun Zhang, Ziyue Wang, Xiaobo Lin, Liangyu Liu, Liwei Lan, Yang Liu, Chunhua Peng, Han Liu, Songcheng Ren, Xuezhu Wang, Yunheng Shen, Yi Wang, Guyue Liu, Hui Chen, Tong Yang, Hailong Yang, Jing Li, Guiguang Ding, Ke Zhang:
xLLM Technical Report. CoRR abs/2510.14686 (2025) - [i11]Siyu Wu, Zihan Tang, Yuting Zeng, Hui Chen, Guiguang Ding, Tongxuan Liu, Ke Zhang, Hailong Yang:
OOCO: Latency-disaggregated Architecture for Online-Offline Co-locate LLM Serving. CoRR abs/2511.21862 (2025) - [i10]Qingchuan Li, Mingyue Cheng, Zirui Liu, Daoyu Wang, Yuting Zeng, Tongxuan Liu:
From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation. CoRR abs/2512.03360 (2025) - [i9]Qingxiao Sun, Tongxuan Liu, Shen Zhang, Siyu Wu, Peijun Yang, Haotian Liang, Menxin Li, Xiaolong Ma, Zhiwei Liang, Ziyi Ren, Minchao Zhang, Xinyu Liu, Ke Zhang, Depei Qian, Hailong Yang:
xGR: Efficient Generative Recommendation Serving at Scale. CoRR abs/2512.11529 (2025) - [i8]Weizhe Huang, Tao Peng, Tongxuan Liu, Donghe Jin, Xianzhe Dong, Ke Zhang:
PROSERVE: Unified Multi-Priority Request Scheduling for LLM Serving. CoRR abs/2512.12928 (2025) - [i7]Xuegang Hao, Ming Zhang, Alex Li, Xiangyu Qian, Zhi Ma, Yanlong Zang, Shijie Yang, Zhongxuan Han, Xiaolong Ma, Jinguang Liu, Zhen Li, Zhida Jiang, Shusheng Wang, Ning Tang, Yanchen Qiao, Chenxiang Yang, Chen Sun, Jincheng Yuan, Chunhua Peng, Heng Hu, Peijun Yang, Baopeng Yuan, Caiyun Qiu, Zhaolong Xing, Haofei Yuan, Haipeng Zhang, Yuzhang Guo, Weijie Ding, Jiahua Gao, Hao Huang, Zhen Chen, Tongxuan Liu, Pinghua Gong:
OxygenREC: An Instruction-Following Generative Framework for E-commerce Recommendation. CoRR abs/2512.22386 (2025) - 2024
- [j1]Siqi Wang, Tianyu Feng, Hailong Yang, Xin You, Bangduo Chen, Tongxuan Liu, Zhongzhi Luan, Depei Qian:
AtRec: Accelerating Recommendation Model Training on CPUs. IEEE Trans. Parallel Distributed Syst. 35(6): 750-763 (2024) - [i6]Siqi Wang, Hailong Yang, Xuezhu Wang, Tongxuan Liu, Pengbo Wang, Xuning Liang, Kejie Ma, Tianyu Feng, Xin You, Yongjun Bao, Yi Liu, Zhongzhi Luan, Depei Qian:
Minions: Accelerating Large Language Model Inference with Adaptive and Collective Speculative Decoding. CoRR abs/2402.15678 (2024) - [i5]Tongxuan Liu, Xingyu Wang, Weizhe Huang, Wenjiang Xu, Yuting Zeng, Lei Jiang, Hailong Yang, Jing Li:
GroupDebate: Enhancing the Efficiency of Multi-Agent Debate Using Group Discussion. CoRR abs/2409.14051 (2024) - [i4]Tongxuan Liu, Wenjiang Xu, Weizhe Huang, Xingyu Wang, Jiaxing Wang, Hailong Yang, Jing Li:
Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models. CoRR abs/2409.17539 (2024) - [i3]Qingchuan Li, Jiatong Li, Tongxuan Liu, Yuting Zeng, Mingyue Cheng, Weizhe Huang, Qi Liu:
Leveraging LLMs for Hypothetical Deduction in Logical Inference: A Neuro-Symbolic Approach. CoRR abs/2410.21779 (2024) - [i2]Lei Jiang, Weizhe Huang, Tongxuan Liu, Yuting Zeng, Jing Li, Lechao Cheng, Xiaohua Xu:
FoPru: Focal Pruning for Efficient Large Vision-Language Models. CoRR abs/2411.14164 (2024) - 2021
- [c2]Wenqi Jiang, Zhenhao He, Shuai Zhang, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso:
FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters. KDD 2021: 3097-3105 - [c1]Wenqi Jiang, Zhenhao He, Shuai Zhang, Thomas B. Preußer, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso:
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions. MLSys 2021 - 2020
- [i1]Wenqi Jiang, Zhenhao He, Shuai Zhang, Thomas B. Preußer, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso:
MicroRec: Accelerating Deep Recommendation Systems to Microseconds by Hardware and Data Structure Solutions. CoRR abs/2010.05894 (2020)
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