Shixuan Liu - RankMe

59 papers A* 8B 1Journal 43Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A unified modeling framework for automated penetration testing. Comput. Secur. Yunfei Wang, Shixuan Liu, Wenhao Wang, Changling Zhou, Chao Zhang, Jiandong Jin, Cheng Zhu
2026	A*	`conf`	CoCo-MILP: Inter-Variable Contrastive and Intra-Constraint Competitive MILP Solution Prediction. AAAI Tianle Pu, Jianing Li, Yingying Gao, Shixuan Liu, Zijie Geng, Haoyang Liu, Chao Chen, Changjun Fan
2026	J	`jnl`	DLME: A distillation mechanism from language models for knowledge graph embedding. Neurocomputing Yuehang Si, Xingchen Hu, Qing Cheng, Jincai Huang, Shixuan Liu
2026	A*	`conf`	Detecting Unobserved Confounders: A Kernelized Regression Approach. AAAI Yikai Chen, Yunxin Mao, Chunyuan Zheng, Hao Zou, Shanzhi Gu, Shixuan Liu, Yang Shi, Wenjing Yang, Kun Kuang, Haotian Wang
2026	J	`jnl`	Detecting Unobserved Confounders: A Kernelized Regression Approach. CoRR Yikai Chen, Yunxin Mao, Chunyuan Zheng, Hao Zou, Shanzhi Gu, Shixuan Liu, Yang Shi, Wenjing Yang, Kun Kuang, Haotian Wang
2026	J	`jnl`	Efficient Table Embeddings via Self-Supervised Structural-Semantic Graph Autoencoder. Inf. Process. Manag. Jinlong Tian, Shixuan Liu, Ruochun Jin, Mengmeng Li, Yanfang Zhou, Xinhai Xu, Yuhua Tang
2026	J	`jnl`	HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning. CoRR Shenzhi Wang, Shixuan Liu, Jingren Zhou, Chang Gao, Xiong-Hui Chen, Binghai Wang, An Yang, Shiji Song, Bowen Yu, Gao Huang, Junyang Lin
2026	A*	`conf`	Invariant Learning on Heterogeneous Graphs via Subgraph Environment Inference. WWW Yanghui Fu, Yunfei Wang, Hao Zou, Yue He, Haotian Wang, Qing Cheng, Guangquan Cheng, Shixuan Liu
2026	J	`jnl`	Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models. CoRR Binghai Wang, Yantao Liu, Yuxuan Liu, Tianyi Tang, Shenzhi Wang, Chang Gao, Chujie Zheng, Yichang Zhang, Le Yu, Shixuan Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Bowen Yu, Fei Huang, Junyang Lin
2026	J	`jnl`	Revealing Behavioral Plasticity in Large Language Models: A Token-Conditional Perspective. CoRR Liyuan Mao, Le Yu, Jingren Zhou, Chujie Zheng, Bowen Yu, Chang Gao, Shixuan Liu, An Yang, Weinan Zhang, Junyang Lin
2026	J	`jnl`	Study on an Improved Current Ripple Suppression Algorithm for IPOS SAB DC-DC Converter System. IEEE Trans. Ind. Electron. Shaomin Yan, Rui Zhao, Shixuan Liu
2025	J	`jnl`	A Unified Modeling Framework for Automated Penetration Testing. CoRR Yunfei Wang, Shixuan Liu, Wenhao Wang, Changling Zhou, Chao Zhang, Jiandong Jin, Cheng Zhu
2025	J	`jnl`	Beyond Turn Limits: Training Deep Search Agents with Dynamic Context Window. CoRR Qiaoyu Tang, Hao Xiang, Le Yu, Bowen Yu, Yaojie Lu, Xianpei Han, Le Sun, Wenjuan Zhang, Pengbo Wang, Shixuan Liu, Zhenru Zhang, Jianhong Tu, Hongyu Lin, Junyang Lin
2025	J	`jnl`	Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning. CoRR Shenzhi Wang, Le Yu, Chang Gao, Chujie Zheng, Shixuan Liu, Rui Lu, Kai Dang, Xionghui Chen, Jianxin Yang, Zhenru Zhang, Yuqiong Liu, An Yang, Andrew Zhao, Yang Yue, Shiji Song, Bowen Yu, Gao Huang, Junyang Lin
2025	J	`jnl`	CoCo-MILP: Inter-Variable Contrastive and Intra-Constraint Competitive MILP Solution Prediction. CoRR Tianle Pu, Jianing Li, Yingying Gao, Shixuan Liu, Zijie Geng, Haoyang Liu, Chao Chen, Changjun Fan
2025	J	`jnl`	Coherence mode: Characterizing local graph structural information for temporal knowledge graph. Inf. Sci. Yuehang Si, Xingchen Hu, Qing Cheng, Xinwang Liu, Shixuan Liu, Jincai Huang
2025	J	`jnl`	Deep unfolding network with Adaptive Sequential Recovery for MRI reconstruction. Biomed. Signal Process. Control. Yu Luo, Shixuan Liu, Jie Ling, Teng Zhou, Yingdan Ji, Shun Yao, Guanghui Yue
2025	J	`jnl`	Downlink-Uplink Collaborative Channel Estimation for TDD Massive MIMO Communications. IEEE Trans. Signal Process. Yonghui Chu, Wenlong Wang, Shixuan Liu, Zhiqiang Wei, Zai Yang
2025	J	`jnl`	Environment Inference for Learning Generalizable Dynamical System. CoRR Shixuan Liu, Yue He, Haotian Wang, Wenjing Yang, Yunfei Wang, Peng Cui, Zhong Liu
2025	J	`jnl`	EvoPath: Evolutionary Meta-path Discovery with Large Language Models for Complex Heterogeneous Information Networks. CoRR Shixuan Liu, Haoxiang Cheng, Yunfei Wang, Yue He, Changjun Fan, Zhong Liu
2025	J	`jnl`	EvoPath: Evolutionary meta-path discovery with large language models for complex heterogeneous information networks. Inf. Process. Manag. Shixuan Liu, Haoxiang Cheng, Yunfei Wang, Yue He, Changjun Fan, Zhong Liu
2025	J	`jnl`	From Captions to Rewards (CAREVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models. CoRR Muzhi Dai, Jiashuo Sun, Zhiyuan Zhao, Shixuan Liu, Rui Li, Junyu Gao, Xuelong Li
2025	A*	`conf`	From Captions to Rewards (CaReVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models. ACM Multimedia Muzhi Dai, Jiashuo Sun, Zhiyuan Zhao, Shixuan Liu, Rui Li, Junyu Gao, Xuelong Li
2025	J	`jnl`	GRACE: Generative Representation Learning via Contrastive Policy Optimization. CoRR Jiashuo Sun, Shixuan Liu, Zhaochen Su, Xianrui Zhong, Pengcheng Jiang, Bowen Jin, Peiran Li, Weijia Shi, Jiawei Han
2025	J	`jnl`	Group Sequence Policy Optimization. CoRR Chujie Zheng, Shixuan Liu, Mingze Li, Xiong-Hui Chen, Bowen Yu, Chang Gao, Kai Dang, Yuqiong Liu, Rui Men, An Yang, Jingren Zhou, Junyang Lin
2025	J	`jnl`	Identifying nonlinear roll damping and restoring parameters via physics-informed neural network. Eng. Appl. Artif. Intell. Shuai Cong, Jinwei Sun, Qianying Cao, Changhong Zhi, Shixuan Liu
2025	J	`jnl`	Learning complete and explainable visual representations from itemized text supervision. CoRR Yiwei Lyu, Chenhui Zhao, Soumyanil Banerjee, Shixuan Liu, Akshay Rao, Akhil Kondepudi, Honglak Lee, Todd C. Hollon
2025	J	`jnl`	Learning neuroimaging models from health system-scale data. CoRR Yiwei Lyu, Edward S. Harake, Asadur Chowdury, Soumyanil Banerjee, Rachel Gologorsky, Shixuan Liu, Anna-Katharina Meißner, Akshay Rao, Chenhui Zhao, Akhil Kondepudi, Cheng Jiang, Xinhai Hou, Rushikesh S. Joshi, Volker Neuschmelting, Ashok Srinivasan, Dawn Kleindorfer, Brian Athey, Vikas Gulani, Aditya Pandey, Honglak Lee, Todd C. Hollon
2025	—	`conf`	MapExplorer: New Content Generation from Low-Dimensional Visualizations. KDD (2) Xingjian Zhang, Ziyang Xiong, Shixuan Liu, Yutong Xie, Tolga Ergen, Dongsub Shim, Hua Xu, Honglak Lee, Qiaozhu Mei
2025	J	`jnl`	RoME: Domain-Robust Mixture-of-Experts for MILP Solution Prediction across Domains. CoRR Tianle Pu, Zijie Geng, Haoyang Liu, Shixuan Liu, Jie Wang, Li Zeng, Chao Chen, Changjun Fan
2025	J	`jnl`	Rule Learning for Knowledge Graph Reasoning under Agnostic Distribution Shift. CoRR Shixuan Liu, Yue He, Yunfei Wang, Hao Zou, Haoxiang Cheng, Wenjing Yang, Peng Cui, Zhong Liu
2025	A*	`conf`	Secure Tug-of-War (SecTOW): Iterative Defense-Attack Training with Reinforcement Learning for Multimodal Model Security. ACM Multimedia Muzhi Dai, Shixuan Liu, Zhiyuan Zhao, Junyu Gao, Hao Sun, Xuelong Li
2025	J	`jnl`	Secure Tug-of-War (SecTOW): Iterative Defense-Attack Training with Reinforcement Learning for Multimodal Model Security. CoRR Muzhi Dai, Shixuan Liu, Zhiyuan Zhao, Junyu Gao, Hao Sun, Xuelong Li
2025	J	`jnl`	Soft Adaptive Policy Optimization. CoRR Chang Gao, Chujie Zheng, Xionghui Chen, Kai Dang, Shixuan Liu, Bowen Yu, An Yang, Shuai Bai, Jingren Zhou, Junyang Lin
2025	J	`jnl`	Stable Reinforcement Learning for Efficient Reasoning. CoRR Muzhi Dai, Shixuan Liu, Qingyi Si
2025	J	`jnl`	The Expressive Power of Graph Neural Networks: A Survey. IEEE Trans. Knowl. Data Eng. Bingxu Zhang, Changjun Fan, Shixuan Liu, Kuihua Huang, Xiang Zhao, Jincai Huang, Zhong Liu
2024	—	`conf`	Graph Pre-training for Reconnaissance Perception in Automated Penetration Testing. ICIC (3) Yunfei Wang, Shixuan Liu, Chao Zhang, Wenhao Wang, Jiandong Jin, Cheng Zhu, Changling Zhou
2024	—	`conf`	Graph-CoRe: Graph Representation Learning with Contrastive Subgraph Replacement. iThings/GreenCom/CPSCom/SmartData/Cybermatics Jie Kang, Shixuan Liu, Kuihua Huang, Changjun Fan, Hua He, Chao Chen
2024	J	`jnl`	Graph-attention-based Casual Discovery with Trust Region-navigated Clipping Policy Optimization. CoRR Shixuan Liu, Yanghe Feng, Keyu Wu, Guangquan Cheng, Jincai Huang, Zhong Liu
2024	J	`jnl`	Inductive Meta-Path Learning for Schema-Complex Heterogeneous Information Networks. IEEE Trans. Pattern Anal. Mach. Intell. Shixuan Liu, Changjun Fan, Kewei Cheng, Yunfei Wang, Peng Cui, Yizhou Sun, Zhong Liu
2024	—	`conf`	LLM4HIN: Discovering Meta-path with Large Language Model for Reasoning on Complex Heterogeneous Information Networks. iThings/GreenCom/CPSCom/SmartData/Cybermatics Haoxiang Cheng, Shixuan Liu, Changjun Fan, Kuihua Huang, Hua He, Xianghan Wang, Zhong Liu
2024	J	`jnl`	Map2Text: New Content Generation from Low-Dimensional Visualizations. CoRR Xingjian Zhang, Ziyang Xiong, Shixuan Liu, Yutong Xie, Tolga Ergen, Dongsub Shim, Hua Xu, Honglak Lee, Qiaozhu Mei
2024	J	`jnl`	ORAD: a new framework of offline Reinforcement Learning with Q-value regularization. Evol. Intell. Longfei Zhang, Yulong Zhang, Shixuan Liu, Li Chen, Xingxing Liang, Guangquan Cheng, Zhong Liu
2024	—	`conf`	PentraFormer: Learning Agents for Automated Penetration Testing via Sequence Modeling. iThings/GreenCom/CPSCom/SmartData/Cybermatics Yunfei Wang, Shixuan Liu, Wenhao Wang, Cheng Zhu, Changjun Fan, Kuihua Huang, Chao Chen
2024	A*	`conf`	Solving Combinatorial Optimization Problem Over Graph Through QUBO Transformation and Deep Reinforcement Learning. ICDM Tianle Pu, Chao Chen, Li Zeng, Shixuan Liu, Rui Sun, Changjun Fan
2024	J	`jnl`	TeleChat Technical Report. CoRR Zihan Wang, Xinzhang Liu, Shixuan Liu, Yitong Yao, Yuyao Huang, Zhongjiang He, Xuelong Li, Yongxiang Li, Zhonghao Che, Zhaoxi Zhang, Yan Wang, Xin Wang, Luwen Pu, Huihan Xu, Ruiyu Fang, Yu Zhao, Jie Zhang, Xiaomeng Huang, Zhilong Lu, Jiaxin Peng, Wenjun Zheng, Shiquan Wang, Bingkai Yang, Xuewei He, Zhuoru Jiang, Qiyi Xie, Yanhan Zhang, Zhongqiu Li, Lingling Shi, Weiwei Fu, Yin Zhang, Zilu Huang, Sishi Xiong, Yuxiang Zhang, Chao Wang, Shuangyong Song
2024	A*	`conf`	dattri: A Library for Efficient Data Attribution. NeurIPS Junwei Deng, Ting-Wei Li, Shiyuan Zhang, Shixuan Liu, Yijun Pan, Hao Huang, Xinhe Wang, Pingbang Hu, Xingjian Zhang, Jiaqi W. Ma
2024	J	`jnl`	dattri: A Library for Efficient Data Attribution. CoRR Junwei Deng, Ting-Wei Li, Shiyuan Zhang, Shixuan Liu, Yijun Pan, Hao Huang, Xinhe Wang, Pingbang Hu, Xingjian Zhang, Jiaqi W. Ma
2024	A*	`conf`	icsPLMs: Exploring Pre-trained Language Models in Intelligent Customer Service (Student Abstract). AAAI Shixuan Liu, Chao Wang, Shuangyong Song
2023	—	`conf`	Data Augmented Knowledge Graph Completion via Pre-trained Language Models. ISWC (Posters/Demos/Industry) Shixuan Liu, Pouya Ghiasnezhad Omran, Kerry Taylor
2023	J	`jnl`	Graph-Attention-Based Casual Discovery With Trust Region-Navigated Clipping Policy Optimization. IEEE Trans. Cybern. Shixuan Liu, Yanghe Feng, Keyu Wu, Guangquan Cheng, Jincai Huang, Zhong Liu
2023	J	`jnl`	Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks. CoRR Shixuan Liu, Changjun Fan, Kewei Cheng, Yunfei Wang, Peng Cui, Yizhou Sun, Zhong Liu
2023	J	`jnl`	The Expressive Power of Graph Neural Networks: A Survey. CoRR Bingxu Zhang, Changjun Fan, Shixuan Liu, Kuihua Huang, Xiang Zhao, Jincai Huang, Zhong Liu
2023	B	`conf`	Towards Intelligent Training Systems for Customer Service. SMC Shuangyong Song, Shixuan Liu
2023	—	`conf`	icsBERTs: Optimizing Pre-trained Language Models in Intelligent Customer Service. INNS DLIA@IJCNN Shixuan Liu, Chen Peng, Chao Wang, Xiangyan Chen, Shuangyong Song
2022	J	`jnl`	Distilling Causal Metaknowledge from Knowledge Graphs. IEEE Data Eng. Bull. Yuan Meng, Yancheng Dong, Shixuan Liu, Chaohao Yuan, Yue He, Jian Pei, Peng Cui
2021	J	`jnl`	A Continuous Space Location Model and a Particle Swarm Optimization-Based Heuristic Algorithm for Maximizing the Allocation of Ocean-Moored Buoys. IEEE Access Miaomiao Song, Shixuan Liu, Wenqing Li, Shizhe Chen, Wenwen Li, Keke Zhang, Dingfeng Yu, Lin Liu, Xiaoyan Wang
2021	J	`jnl`	Development of Capacitive Rain Gauge for Marine Environment. J. Sensors Hui Chai, Shixuan Liu, Xianglong Yang, Xiaozheng Wan, Shizhe Chen, Jiming Zhang, Yushang Wu, Liang Zheng, Qiang Zhao
2014	J	`jnl`	A dynamic relearning neural network model for time series analysis of online marine data. Comput. Geosci. Wenqing Li, Wenyan Wang, Xiaoyan Wang, Shixuan Liu, Liang Pei, Fadong Guo