Gongshen Liu - RankMe

188 papers A* 8A 3B 33C 1Misc 5Journal 78Unranked 60

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A robust multi-source transfer classification method based on belief functions for cross-domain pattern recognition. Int. J. Approx. Reason. Linqing Huang, Jinfu Fan, Gongshen Liu, Shilin Wang
2026	J	`jnl`	EmbTracker: Traceable Black-box Watermarking for Federated Language Models. CoRR Haodong Zhao, Jinming Hu, Yijie Bai, Tian Dong, Wei Du, Zhuosheng Zhang, Yanjiao Chen, Haojin Zhu, Gongshen Liu
2026	J	`jnl`	ProtegoFed: Backdoor-Free Federated Instruction Tuning with Interspersed Poisoned Data. CoRR Haodong Zhao, Jinming Hu, Zhaomin Wu, Zongru Wu, Wei Du, Junyi Hou, Caibei Zhao, Zhuosheng Zhang, Bingsheng He, Gongshen Liu
2026	J	`jnl`	Revisiting Backdoor Threat in Federated Instruction Tuning from a Signal Aggregation Perspective. CoRR Haodong Zhao, Jinming Hu, Gongshen Liu
2026	J	`jnl`	Up to 36x Speedup: Mask-based Parallel Inference Paradigm for Key Information Extraction in MLLMs. CoRR Xinzhong Wang, Ya Guo, Jing Li, Huan Chen, Yi Tu, Yijie Hong, Gongshen Liu, Huijia Zhu
2025	B	`conf`	ALIS: Aligned LLM Instruction Security Strategy for Unsafe Input Prompt. COLING Xinhao Song, Sufeng Duan, Gongshen Liu
2025	J	`jnl`	Agent-ScanKit: Unraveling Memory and Reasoning of Multimodal Agents via Sensitivity Perturbations. CoRR Pengzhou Cheng, Lingzhong Dong, Zeng Wu, Zongru Wu, Xiangru Tang, Chengwei Qin, Zhuosheng Zhang, Gongshen Liu
2025	J	`jnl`	Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review. IEEE Trans. Neural Networks Learn. Syst. Pengzhou Cheng, Zongru Wu, Wei Du, Haodong Zhao, Wei Lu, Gongshen Liu
2025	J	`jnl`	Beyond Fixed Anchors: Precisely Erasing Concepts with Sibling Exclusive Counterparts. CoRR Tong Zhang, Ru Zhang, Jianyi Liu, Zhen Yang, Gongshen Liu
2025	—	`conf`	Bi-mark: A copyright marking framework for AI-generative-text. HP3C Boyuan Yu, Gongshen Liu
2025	J	`jnl`	Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR. CoRR Yulong Zhang, Tianyi Liang, Xinyue Huang, Erfei Cui, Xu Guo, Pei Chu, Chenhui Li, Ru Zhang, Wenhai Wang, Gongshen Liu
2025	J	`jnl`	Disagreements in Reasoning: How a Model's Thinking Process Dictates Persuasion in Multi-Agent Systems. CoRR Haodong Zhao, Jidong Li, Zhaomin Wu, Tianjie Ju, Zhuosheng Zhang, Bingsheng He, Gongshen Liu
2025	J	`jnl`	Do Latent Tokens Think? A Causal and Adversarial Analysis of Chain-of-Continuous-Thought. CoRR Yuyi Zhang, Boyu Tang, Tianjie Ju, Sufeng Duan, Gongshen Liu
2025	J	`jnl`	FedRS-Bench: Realistic Federated Learning Datasets and Benchmarks in Remote Sensing. CoRR Haodong Zhao, Peng Peng, Chiyu Chen, Linqing Huang, Gongshen Liu
2025	J	`jnl`	FedSTS: A Stratified Client Selection Framework for Consistently Fast Federated Learning. IEEE Trans. Neural Networks Learn. Syst. Dehong Gao, Duanxiao Song, Guangyuan Shen, Xiaoyan Cai, Libin Yang, Gongshen Liu, Xiaoyong Li, Zhen Wang
2025	B	`conf`	GTRNet: Graph Topology-aware Refinement Network for User Role Classification in Social Networks. SMC Tingxuan Gu, Linqing Huang, Gongshen Liu
2025	J	`jnl`	GhostEI-Bench: Do Mobile Agents Resilience to Environmental Injection in Dynamic On-Device Environments? CoRR Chiyu Chen, Xinhao Song, Yunkai Chai, Yang Yao, Haodong Zhao, Lijun Li, Jie Li, Yan Teng, Gongshen Liu, Yingchun Wang
2025	B	`conf`	Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining. COLING Zongru Wu, Pengzhou Cheng, Lingyong Fang, Zhuosheng Zhang, Gongshen Liu
2025	—	`conf`	Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents. EMNLP (Findings) Pengzhou Cheng, Haowen Hu, Zheng Wu, Zongru Wu, Tianjie Ju, Daizong Ding, Zhuosheng Zhang, Gongshen Liu
2025	J	`jnl`	Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents. CoRR Pengzhou Cheng, Haowen Hu, Zheng Wu, Zongru Wu, Tianjie Ju, Zhuosheng Zhang, Gongshen Liu
2025	J	`jnl`	Igniting Language Intelligence: The Hitchhiker's Guide from Chain-of-Thought Reasoning to Language Agents. ACM Comput. Surv. Zhuosheng Zhang, Yao Yao, Aston Zhang, Xiangru Tang, Xinbei Ma, Zhiwei He, Yiming Wang, Mark Gerstein, Rui Wang, Gongshen Liu, Hai Zhao
2025	J	`jnl`	Improving semi-autoregressive machine translation with the guidance of syntactic dependency parsing structure. Neurocomputing Xinran Chen, Sufeng Duan, Gongshen Liu
2025	J	`jnl`	InsightVision: A Comprehensive, Multi-Level Chinese-based Benchmark for Evaluating Implicit Visual Semantics in Large Vision Language Models. CoRR Xiaofei Yin, Yijie Hong, Ya Guo, Yi Tu, Weiqiang Wang, Gongshen Liu, Huijia Zhu
2025	J	`jnl`	Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems. CoRR Tianjie Ju, Bowen Wang, Hao Fei, Mong-Li Lee, Wynne Hsu, Yun Li, Qianren Wang, Pengzhou Cheng, Zongru Wu, Zhuosheng Zhang, Gongshen Liu
2025	J	`jnl`	Judge Before Answer: Can MLLM Discern the False Premise in Question? CoRR Jidong Li, Lingyong Fang, Haodong Zhao, Sufeng Duan, Gongshen Liu
2025	A	`conf`	KMoP: Knowledge-injected Mixture-of-Prefix for Joint Multimodal Aspect-Based Sentiment Analysis. ICME Xinzhong Wang, Lingyong Fang, Jidong Li, Yichen Zhou, Gongshen Liu
2025	J	`jnl`	MKF-ADS: Multi-Knowledge Fusion Based Anomaly Detection System in Vehicular Control Area Networks. IEEE Trans. Veh. Technol. Pengzhou Cheng, Shouxuan Liu, Zongru Wu, Lixing Tan, Gongshen Liu
2025	J	`jnl`	NCV: A Node-Wise Consistency Verification Approach for Low-Cost Structured Error Localization in LLM Reasoning. CoRR Yulong Zhang, Li Wang, Wei Du, Peilin Li, Yuqin Dai Zhiyuan Zhao, Lingyong Fang, Ziniu Liu, Ru Zhang, Huijia Zhu, Gongshen Liu
2025	—	`conf`	OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents. ACL (Findings) Pengzhou Cheng, Zheng Wu, Zongru Wu, Tianjie Ju, Aston Zhang, Zhuosheng Zhang, Gongshen Liu
2025	J	`jnl`	OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents. CoRR Pengzhou Cheng, Zheng Wu, Zongru Wu, Aston Zhang, Zhuosheng Zhang, Gongshen Liu
2025	J	`jnl`	On the Adaptive Psychological Persuasion of Large Language Models. CoRR Tianjie Ju, Yujia Chen, Hao Fei, Mong-Li Lee, Wynne Hsu, Pengzhou Cheng, Zongru Wu, Zhuosheng Zhang, Gongshen Liu
2025	J	`jnl`	Patronus: Identifying and Mitigating Transferable Backdoors in Pre-trained Language Models. CoRR Tianhang Zhao, Wei Du, Haodong Zhao, Sufeng Duan, Gongshen Liu
2025	J	`jnl`	Probing then Editing Response Personality of Large Language Models. CoRR Tianjie Ju, Zhenyu Shao, Bowen Wang, Yujia Chen, Zhuosheng Zhang, Hao Fei, Mong-Li Lee, Wynne Hsu, Sufeng Duan, Gongshen Liu
2025	J	`jnl`	Say One Thing, Do Another? Diagnosing Reasoning-Execution Gaps in VLM-Powered Mobile-Use Agents. CoRR Lingzhong Dong, Ziqi Zhou, Shuaibo Yang, Haiyue Sheng, Pengzhou Cheng, Zongru Wu, Zheng Wu, Gongshen Liu, Zhuosheng Zhang
2025	J	`jnl`	See, Think, Act: Teaching Multimodal Agents to Effectively Interact with GUI by Identifying Toggles. CoRR Zongru Wu, Rui Mao, Zhiyuan Tian, Pengzhou Cheng, Tianjie Ju, Zheng Wu, Lingzhong Dong, Haiyue Sheng, Zhuosheng Zhang, Gongshen Liu
2025	J	`jnl`	Smoothing Grounding and Reasoning for MLLM-Powered GUI Agents with Query-Oriented Pivot Tasks. CoRR Zongru Wu, Pengzhou Cheng, Zheng Wu, Tianjie Ju, Zhuosheng Zhang, Gongshen Liu
2025	—	`conf`	SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer. NAACL (Findings) Pengzhou Cheng, Wei Du, Zongru Wu, Fengwei Zhang, Libo Chen, Zhuosheng Zhang, Gongshen Liu
2025	J	`jnl`	Thinking in a Crowd: How Auxiliary Information Shapes LLM Reasoning. CoRR Haodong Zhao, Chenyan Zhao, Yansi Li, Zhuosheng Zhang, Gongshen Liu
2025	Misc	`conf`	Towards A Distribution Alignment Framework for Incomplete Data Classification. ICASSP Linqing Huang, Jinfu Fan, Shilin Wang, Gongshen Liu, Shouxuan Liu
2025	J	`jnl`	Training High-Level Schedulers with Execution-Feedback Reinforcement Learning for Long-Horizon GUI Automation. CoRR Zehao Deng, Tianjie Ju, Zheng Wu, Zhuosheng Zhang, Gongshen Liu
2025	J	`jnl`	Transferable and Robust Dynamic Adversarial Attack Against Object Detection Models. IEEE Internet Things J. Xinxin Wang, Jing Chen, Zijun Zhang, Kun He, Zongru Wu, Ruiying Du, Qiao Li, Gongshen Liu
2025	J	`jnl`	U-GIFT: Uncertainty-Guided Firewall for Toxic Speech in Few-Shot Scenario. CoRR Jiaxin Song, Xinyu Wang, Yihao Wang, Yifan Tang, Ru Zhang, Jianyi Liu, Gongshen Liu
2025	A*	`conf`	Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models. ICML Tianjie Ju, Yi Hua, Hao Fei, Zhenyu Shao, Yubin Zheng, Haodong Zhao, Mong-Li Lee, Wynne Hsu, Zhuosheng Zhang, Gongshen Liu
2025	J	`jnl`	Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models. CoRR Tianjie Ju, Yi Hua, Hao Fei, Zhenyu Shao, Yubin Zheng, Haodong Zhao, Mong-Li Lee, Wynne Hsu, Zhuosheng Zhang, Gongshen Liu
2024	—	`conf`	Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space. ACL (1) Zongru Wu, Zhuosheng Zhang, Pengzhou Cheng, Gongshen Liu
2024	J	`jnl`	Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space. CoRR Zongru Wu, Zhuosheng Zhang, Pengzhou Cheng, Gongshen Liu
2024	J	`jnl`	An Enhanced Prompt-Based LLM Reasoning Scheme via Knowledge Graph-Integrated Collaboration. CoRR Yihao Li, Ru Zhang, Jianyi Liu, Gongshen Liu
2024	—	`conf`	Backdoor NLP Models via AI-Generated Text. LREC/COLING Wei Du, Tianjie Ju, Ge Ren, Gaolei Li, Gongshen Liu
2024	J	`jnl`	Convolutional Feature Aggregation Network With Self-Supervised Learning and Decision Fusion for SAR Target Recognition. IEEE Trans. Instrum. Meas. Linqing Huang, Gongshen Liu
2024	—	`conf`	FashionGPT: A Large Vision-Language Model for Enhancing Fashion Understanding. ICANN (5) Duanxiao Song, Dehong Gao, Gongshen Liu, Xiaoyong Li
2024	J	`jnl`	Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities. CoRR Tianjie Ju, Yiting Wang, Xinbei Ma, Pengzhou Cheng, Haodong Zhao, Yulong Wang, Lifeng Liu, Jian Xie, Zhuosheng Zhang, Gongshen Liu
2024	J	`jnl`	Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining. CoRR Zongru Wu, Pengzhou Cheng, Lingyong Fang, Zhuosheng Zhang, Gongshen Liu
2024	—	`conf`	How Large Language Models Encode Context Knowledge? A Layer-Wise Probing Study. LREC/COLING Tianjie Ju, Weiwei Sun, Wei Du, Xinwei Yuan, Zhaochun Ren, Gongshen Liu
2024	J	`jnl`	How Large Language Models Encode Context Knowledge? A Layer-Wise Probing Study. CoRR Tianjie Ju, Weiwei Sun, Wei Du, Xinwei Yuan, Zhaochun Ren, Gongshen Liu
2024	—	`conf`	Improving Non-autoregressive Machine Translation with Error Exposure and Consistency Regularization. NLPCC (3) Xinran Chen, Sufeng Duan, Gongshen Liu
2024	J	`jnl`	Improving Non-autoregressive Machine Translation with Error Exposure and Consistency Regularization. CoRR Xinran Chen, Sufeng Duan, Gongshen Liu
2024	—	`conf`	Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models. ACL (1) Tianjie Ju, Yijin Chen, Xinwei Yuan, Zhuosheng Zhang, Wei Du, Yubin Zheng, Gongshen Liu
2024	J	`jnl`	Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models. CoRR Tianjie Ju, Yijin Chen, Xinwei Yuan, Zhuosheng Zhang, Wei Du, Yubin Zheng, Gongshen Liu
2024	J	`jnl`	LSF-IDM: Deep learning-based lightweight semantic fusion intrusion detection model for automotive. Peer Peer Netw. Appl. Pengzhou Cheng, Lei Hua, Haobin Jiang, Gongshen Liu
2024	A*	`conf`	Less Defined Knowledge and More True Alarms: Reference-based Phishing Detection without a Pre-defined Reference List. USENIX Security Symposium Ruofan Liu, Yun Lin, Xiwen Teoh, Gongshen Liu, Zhiyong Huang, Jin Song Dong
2024	J	`jnl`	MKF-ADS: Multi-Knowledge Fusion Based Self-supervised Anomaly Detection System for Control Area Network. CoRR Pengzhou Cheng, Zongru Wu, Gongshen Liu
2024	Misc	`conf`	Multi-Grained Multimodal Interaction Network for Sentiment Analysis. ICASSP Lingyong Fang, Gongshen Liu, Ru Zhang
2024	J	`jnl`	NSmark: Null Space Based Black-box Watermarking Defense Framework for Pre-trained Language Models. CoRR Haodong Zhao, Jinming Hu, Peixuan Li, Fangqi Li, Jinrui Sha, Peixuan Chen, Zhuosheng Zhang, Gongshen Liu
2024	Misc	`conf`	NWS: Natural Textual Backdoor Attacks Via Word Substitution. ICASSP Wei Du, Tongxin Yuan, Haodong Zhao, Gongshen Liu
2024	—	`conf`	R-Judge: Benchmarking Safety Risk Awareness for LLM Agents. EMNLP (Findings) Tongxin Yuan, Zhiwei He, Lingzhong Dong, Yiming Wang, Ruijie Zhao, Tian Xia, Lizhen Xu, Binglin Zhou, Fangqi Li, Zhuosheng Zhang, Rui Wang, Gongshen Liu
2024	J	`jnl`	R-Judge: Benchmarking Safety Risk Awareness for LLM Agents. CoRR Tongxin Yuan, Zhiwei He, Lingzhong Dong, Yiming Wang, Ruijie Zhao, Tian Xia, Lizhen Xu, Binglin Zhou, Fangqi Li, Zhuosheng Zhang, Rui Wang, Gongshen Liu
2024	J	`jnl`	Syntactic Ghost: An Imperceptible General-purpose Backdoor Attacks on Pre-trained Language Models. CoRR Pengzhou Cheng, Wei Du, Zongru Wu, Fengwei Zhang, Libo Chen, Gongshen Liu
2024	J	`jnl`	Transferring Backdoors between Large Language Models by Knowledge Distillation. CoRR Pengzhou Cheng, Zongru Wu, Tianjie Ju, Wei Du, Zhuosheng Zhang, Gongshen Liu
2024	J	`jnl`	TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models. CoRR Pengzhou Cheng, Yidong Ding, Tianjie Ju, Zongru Wu, Wei Du, Ping Yi, Zhuosheng Zhang, Gongshen Liu
2024	—	`conf`	UOR: Universal Backdoor Attacks on Pre-trained Language Models. ACL (Findings) Wei Du, Peixuan Li, Haodong Zhao, Tianjie Ju, Ge Ren, Gongshen Liu
2023	J	`jnl`	A Universal Identity Backdoor Attack against Speaker Verification based on Siamese Network. CoRR Haodong Zhao, Wei Du, Junjie Guo, Gongshen Liu
2023	J	`jnl`	Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review. CoRR Pengzhou Cheng, Zongru Wu, Wei Du, Haodong Zhao, Gongshen Liu
2023	J	`jnl`	DESC-IDS: Towards an efficient real-time automotive intrusion detection system based on deep evolving stream clustering. Future Gener. Comput. Syst. Pengzhou Cheng, Mu Han, Gongshen Liu
2023	Misc	`conf`	FedPrompt: Communication-Efficient and Privacy-Preserving Prompt Tuning in Federated Learning. ICASSP Haodong Zhao, Wei Du, Fangqi Li, Peixuan Li, Gongshen Liu
2023	J	`jnl`	Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents. CoRR Zhuosheng Zhang, Yao Yao, Aston Zhang, Xiangru Tang, Xinbei Ma, Zhiwei He, Yiming Wang, Mark Gerstein, Rui Wang, Gongshen Liu, Hai Zhao
2023	—	`conf`	Is Continuous Prompt a Combination of Discrete Prompts? Towards a Novel View for Interpreting Continuous Prompts. ACL (Findings) Tianjie Ju, Yubin Zheng, Hanyi Wang, Haodong Zhao, Gongshen Liu
2023	J	`jnl`	LSF-IDM: Automotive Intrusion Detection Model with Lightweight Attribution and Semantic Fusion. CoRR Pengzhou Cheng, Lei Hua, Haobin Jiang, Mohammad Samie, Gongshen Liu
2023	B	`conf`	Neural Linguistic Steganography with Controllable Security. IJCNN Tianhe Lu, Gongshen Liu, Ru Zhang, Tianjie Ju
2023	A*	`conf`	PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models. AAAI Peixuan Li, Pengzhou Cheng, Fangqi Li, Wei Du, Haodong Zhao, Gongshen Liu
2023	B	`conf`	Robust Secret Data Hiding for Transformer-based Neural Machine Translation. IJCNN Tianhe Lu, Gongshen Liu, Ru Zhang, Peixuan Li, Tianjie Ju
2023	B	`conf`	SCS-VAE: Generate Style Headlines Via Novel Disentanglement. IJCNN Zhaoqian Zhu, Xiang Lin, Gongshen Liu, Bo Su, Tianhe Lu
2023	—	`conf`	SDPSAT: Syntactic Dependency Parsing Structure-Guided Semi-Autoregressive Machine Translation. ICONIP (8) Xinran Chen, Yuran Zhao, Jianming Guo, Sufeng Duan, Gongshen Liu
2023	—	`conf`	Semantic Information Mining and Fusion Method for Bot Detection. ICANN (9) Lijia Liang, Xinzhong Wang, Gongshen Liu
2023	J	`jnl`	UOR: Universal Backdoor Attacks on Pre-trained Language Models. CoRR Wei Du, Peixuan Li, Boqun Li, Haodong Zhao, Gongshen Liu
2022	B	`conf`	A Multi-Task Dual-Tree Network for Aspect Sentiment Triplet Extraction. COLING Yichun Zhao, Kui Meng, Gongshen Liu, Jintao Du, Huijia Zhu
2022	A	`conf`	A Universal Identity Backdoor Attack against Speaker Verification based on Siamese Network. INTERSPEECH Haodong Zhao, Wei Du, Junjie Guo, Gongshen Liu
2022	—	`conf`	An Adversarial Approach for Unsupervised Syntax-Guided Paraphrase Generation. NLPCC (1) Tang Xue, Yuran Zhao, Gongshen Liu, Xiaoyong Li
2022	B	`conf`	Context Modeling with Hierarchical Shallow Attention Structure for Document-Level NMT. IJCNN Jianming Guo, Xinran Chen, Zihan Liu, Weijie Yuan, Jianshen Zhang, Gongshen Liu
2022	J	`jnl`	Few-Shot Table-to-Text Generation with Prefix-Controlled Generator. CoRR Yutao Luo, Menghua Lu, Gongshen Liu, Shilin Wang
2022	B	`conf`	Few-shot Table-to-text Generation with Prefix-Controlled Generator. COLING Yutao Luo, Menghua Lu, Gongshen Liu, Shilin Wang
2022	—	`conf`	Improving Constituent Representation with Hypertree Neural Networks. NAACL-HLT Hao Zhou, Gongshen Liu, Kewei Tu
2022	B	`conf`	KLAttack: Towards Adversarial Attack and Defense on Neural Dependency Parsing Models. IJCNN Yutao Luo, Menghua Lu, Chaoqi Yang, Gongshen Liu, Shilin Wang
2022	B	`conf`	Label-Dividing Gated Graph Neural Network for Hierarchical Text Classification. IJCNN Siqi Zheng, Jie Zhou, Kui Meng, Gongshen Liu
2022	J	`jnl`	LogKernel A Threat Hunting Approach Based on Behaviour Provenance Graph and Graph Kernel Clustering. CoRR Jiawei Li, Ru Zhang, Jianyi Liu, Gongshen Liu
2022	—	`conf`	Multi-Objective Actor-Critics for Real-Time Bidding in Display Advertising. ECML/PKDD (4) Haolin Zhou, Chaoqi Yang, Xiaofeng Gao, Qiong Chen, Gongshen Liu, Guihai Chen
2022	A*	`conf`	PPT: Backdoor Attacks on Pre-trained Models via Poisoned Prompt Tuning. IJCAI Wei Du, Yichun Zhao, Boqun Li, Gongshen Liu, Shilin Wang
2022	—	`conf`	Parallel Relationship Graph to Improve Multi-Document Summarization. ICANN (2) Menghua Lu, Lijia Liang, Gongshen Liu
2022	J	`jnl`	Reduce Communication Costs and Preserve Privacy: Prompt Tuning Method in Federated Learning. CoRR Haodong Zhao, Wei Du, Fangqi Li, Peixuan Li, Gongshen Liu
2022	B	`conf`	SECT: A Successively Conditional Transformer for Controllable Paraphrase Generation. IJCNN Tang Xue, Yuran Zhao, Chaoqi Yang, Gongshen Liu, Xiaoyong Li
2022	B	`conf`	Sense-aware BERT and Multi-task Fine-tuning for Multimodal Sentiment Analysis. IJCNN Lingyong Fang, Gongshen Liu, Ru Zhang
2022	B	`conf`	TIMS: A Novel Approach for Incrementally Few-Shot Text Instance Selection via Model Similarity. IJCNN Tianjie Ju, Han Liao, Gongshen Liu
2022	—	`conf`	TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition. EMNLP (Findings) Yichun Zhao, Jintao Du, Gongshen Liu, Huijia Zhu
2021	—	`conf`	A Hierarchical Graph-Based Neural Network for Malware Classification. ICONIP (4) Shuai Wang, Yuran Zhao, Gongshen Liu, Bo Su
2021	B	`conf`	A Multi -Role Graph Attention Network for Knowledge Graph Alignment. IJCNN Linyi Ding, Weijie Yuan, Kui Meng, Gongshen Liu
2021	—	`conf`	A Multi-Channel Graph Attention Network for Chinese NER. ICONIP (1) Yichun Zhao, Kui Meng, Gongshen Liu
2021	B	`conf`	ASM: Augmentation-based Semantic Mechanism on Abstractive Summarization. IJCNN Weidong Ren, Hao Zhou, Gongshen Liu, Fei Huan
2021	B	`conf`	Bridging the Gap of Dimensions in Distillation: Understanding the knowledge transfer between different-dimensional semantic spaces. IJCNN Zhiyuan Ma, Ziyue Song, Haodong Zhao, Kui Meng, Gongshen Liu
2021	—	`conf`	Dynamic Tuning and Weighting of Meta-learning for NMT Domain Adaptation. ICANN (5) Ziyue Song, Zhiyuan Ma, Kaiyue Qi, Gongshen Liu
2021	—	`conf`	Entity-Aware Abstractive Multi-Document Summarization. ACL/IJCNLP (Findings) Hao Zhou, Weidong Ren, Gongshen Liu, Bo Su, Wei Lu
2021	J	`jnl`	Large-Scale Malicious Software Classification With Fuzzified Features and Boosted Fuzzy Random Forest. IEEE Trans. Fuzzy Syst. Fang-Qi Li, Shi-Lin Wang, Alan Wee-Chung Liew, Weiping Ding, Gongshen Liu
2021	—	`conf`	Speaker Verification with Disentangled Self-attention. ICONIP (1) Junjie Guo, Zhiyuan Ma, Haodong Zhao, Gongshen Liu, Xiaoyong Li
2021	B	`conf`	Text Generation with Syntax - Enhanced Variational Autoencoder. IJCNN Weijie Yuan, Linyi Ding, Kui Meng, Gongshen Liu
2020	A*	`conf`	A Character-Centric Neural Model for Automated Story Generation. AAAI Danyang Liu, Juntao Li, Meng-Hsuan Yu, Ziming Huang, Gongshen Liu, Dongyan Zhao, Rui Yan
2020	—	`conf`	A Memory-Based Sentence Split and Rephrase Model with Multi-task Training. ICONIP (1) Xiaoning Fan, Yiding Liu, Gongshen Liu, Bo Su
2020	—	`conf`	A Mixed Learning Objective for Neural Machine Translation. CNCL Wenjie Lu, Leiying Zhou, Gongshen Liu, Quanhai Zhang
2020	—	`conf`	A Submodular Optimization-Based VAE-Transformer Framework for Paraphrase Generation. NLPCC (1) Xiaoning Fan, Danyang Liu, Xuejian Wang, Yiding Liu, Gongshen Liu, Bo Su
2020	—	`conf`	A Unified Labeling Model for Open-Domain Aspect-Based Sentiment Analysis. DSC Qian Ji, Xiang Lin, Yinghua Ma, Gongshen Liu, Shilin Wang
2020	A	`conf`	ASAP-Net: Attention and Structure Aware Point Cloud Sequence Segmentation. BMVC Hanwen Cao, Yongyi Lu, Bo Pang, Cewu Lu, Alan L. Yuille, Gongshen Liu
2020	J	`jnl`	ASAP-Net: Attention and Structure Aware Point Cloud Sequence Segmentation. CoRR Hanwen Cao, Yongyi Lu, Cewu Lu, Bo Pang, Gongshen Liu, Alan L. Yuille
2020	B	`conf`	Challenge Training to Simulate Inference in Machine Translation. IJCNN Wenjie Lu, Jie Zhou, Leiying Zhou, Gongshen Liu, Quanhai Zhang
2020	J	`jnl`	Depth-Wise Separable Convolutions and Multi-Level Pooling for an Efficient Spatial CNN-Based Steganalysis. IEEE Trans. Inf. Forensics Secur. Ru Zhang, Feng Zhu, Jianyi Liu, Gongshen Liu
2020	—	`conf`	Hierarchical Sentiment Estimation Model for Potential Topics of Individual Tweets. ICONIP (4) Qian Ji, Yilin Dai, Yinghua Ma, Gongshen Liu, Quanhai Zhang, Xiang Lin
2020	A*	`conf`	Hierarchy-Aware Global Model for Hierarchical Text Classification. ACL Jie Zhou, Chunping Ma, Dingkun Long, Guangwei Xu, Ning Ding, Haoyu Zhang, Pengjun Xie, Gongshen Liu
2020	—	`conf`	Incorporating Named Entity Information into Neural Machine Translation. NLPCC (1) Leiying Zhou, Wenjie Lu, Jie Zhou, Kui Meng, Gongshen Liu
2020	—	`conf`	Learning Interactions at Multiple Levels for Abstractive Multi-document Summarization. ICONIP (4) Yiding Liu, Xiaoning Fan, Jie Zhou, Gongshen Liu
2020	—	`conf`	Learning to Consider Relevance and Redundancy Dynamically for Abstractive Multi-document Summarization. NLPCC (1) Yiding Liu, Xiaoning Fan, Jie Zhou, ChengLong He, Gongshen Liu
2020	J	`jnl`	MoTiAC: Multi-Objective Actor-Critics for Real-Time Bidding. CoRR Chaoqi Yang, Junwei Lu, Xiaofeng Gao, Haishan Liu, Qiong Chen, Gongshen Liu, Guihai Chen
2020	B	`conf`	Multi-paragraph Reading Comprehension with Token-level Dynamic Reader and Hybrid Verifier. IJCNN Yilin Dai, Qian Ji, Gongshen Liu, Bo Su
2020	—	`conf`	Neural Machine Translation with Soft Reordering Knowledge. ICONIP (4) Leiying Zhou, Jie Zhou, Wenjie Lu, Kui Meng, Gongshen Liu
2020	—	`conf`	Sparse Hierarchical Modeling of Deep Contextual Attention for Document-Level Neural Machine Translation. ICONIP (1) Jianshen Zhang, Yong Liao, Yongan Li, Gongshen Liu
2020	B	`conf`	Unleashing the Potential of Attention Model for News Headline Generation. IJCNN Yong Liao, Kui Meng, Jianshen Zhang, Gongshen Liu
2019	J	`jnl`	A Bayesian Possibilistic C-Means clustering approach for cervical cancer screening. Inf. Sci. Fangqi Li, Shi-Lin Wang, Gongshen Liu
2019	J	`jnl`	A Three-Stage Training Method for Abstractive Summarization. Aust. J. Intell. Inf. Process. Syst. Linqing Shi, Danyang Liu, Gongshen Liu
2019	B	`conf`	A Transformer-Based Variational Autoencoder for Sentence Generation. IJCNN Danyang Liu, Gongshen Liu
2019	J	`jnl`	A global and local context integration DCNN for adult image classification. Pattern Recognit. Feng Cheng, Shi-Lin Wang, Xizi Wang, Alan Wee-Chung Liew, Gongshen Liu
2019	—	`conf`	AUG-BERT: An Efficient Data Augmentation Algorithm for Text Classification. CSPS Linqing Shi, Danyang Liu, Gongshen Liu, Kui Meng
2019	A*	`conf`	Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation. IJCAI Zeping Yu, Jianxun Lian, Ahmad Mahmoody, Gongshen Liu, Xing Xie
2019	J	`jnl`	Dissect Sliced-RNN in Multi-Attention view. Aust. J. Intell. Inf. Process. Syst. Zeping Yu, Linqing Shi, Gongshen Liu
2019	—	`conf`	Dynamic Label Correction for Distant Supervision Relation Extraction via Semantic Similarity. NLPCC (2) Xinyu Zhu, Gongshen Liu, Bo Su, Jan Pan Nees
2019	—	`conf`	Extending the Transformer with Context and Multi-dimensional Mechanism for Dialogue Response Generation. NLPCC (2) Ruxin Tan, Jiahui Sun, Bo Su, Gongshen Liu
2019	J	`jnl`	Extensive Pyramid Networks for Text Classification. Aust. J. Intell. Inf. Process. Syst. Linqing Shi, Zeping Yu, Gongshen Liu
2019	—	`conf`	Hie-Transformer: A Hierarchical Hybrid Transformer for Abstractive Article Summarization. ICONIP (3) Xuewen Zhang, Kui Meng, Gongshen Liu
2019	—	`conf`	Hierarchical Attention CNN and Entity-Aware for Relation Extraction. ICONIP (4) Xinyu Zhu, Gongshen Liu, Bo Su
2019	B	`conf`	Lip Image Segmentation in Mobile Devices Based on Alternative Knowledge Distillation. ICIP Cheng Guan, Shilin Wang, Gongshen Liu, Alan Wee-Chung Liew
2019	—	`conf`	Multiple Character Embeddings for Chinese Word Segmentation. ACL (2) Jianing Zhou, Jingkang Wang, Gongshen Liu
2019	—	`conf`	Next News Recommendation via Knowledge-Aware Sequential Model. CCL Qianfeng Chu, Gongshen Liu, Huanrong Sun, Cheng Zhou
2019	—	`conf`	Paragraph-Level Hierarchical Neural Machine Translation. ICONIP (3) Yuqi Zhang, Kui Meng, Gongshen Liu
2019	—	`conf`	Transformer-DW: A Transformer Network with Dynamic and Weighted Head. ICONIP (2) Ruxin Tan, Jiahui Sun, Bo Su, Gongshen Liu
2019	B	`conf`	Viewpoint Estimation in Images by a Key-Point Based Deep Neural Network. ICIP Jiana Yang, Shilin Wang, Gongshen Liu
2018	B	`conf`	3D Convolutional Neural Networks Based Speaker Identification and Authentication. ICIP Jianguo Liao, Shilin Wang, Xingxuan Zhang, Gongshen Liu
2018	C	`conf`	A Joint Selective Mechanism for Abstractive Sentence Summarization. ACML Junjie Fu, Gongshen Liu
2018	A*	`conf`	A Unified Syntax-aware Framework for Semantic Role Labeling. EMNLP Zuchao Li, Shexia He, Jiaxun Cai, Zhuosheng Zhang, Hai Zhao, Gongshen Liu, Linlin Li, Luo Si
2018	B	`conf`	Adult Image Classification by a Local-Context Aware Network. ICIP Xizi Wang, Feng Cheng, Shilin Wang, Huanrong Sun, Gongshen Liu, Cheng Zhou
2018	J	`jnl`	Analysis of Message Attacks in Aviation Data-Link Communication. IEEE Access Ru Zhang, Gongshen Liu, Jianyi Liu, Jan P. Nees
2018	—	`conf`	Benchmark snapshots for testing social network evolving algorithms. IIKI Danyang Liu, Gongshen Liu, Kui Meng, Yuxuan He, Yutao Zhang
2018	B	`conf`	Detecting Double Jpeg Compression with Same Quantization Matrix Based on Dense Cnn Feature. ICIP Xiaosa Huang, Shilin Wang, Gongshen Liu
2018	J	`jnl`	Efficient feature learning and multi-size image steganalysis based on CNN. CoRR Ru Zhang, Feng Zhu, Jianyi Liu, Gongshen Liu
2018	—	`conf`	Five-Stroke Based CNN-BiRNN-CRF Network for Chinese Named Entity Recognition. NLPCC (1) Fan Yang, Jianhu Zhang, Gongshen Liu, Jie Zhou, Cheng Zhou, Huanrong Sun
2018	—	`conf`	LM Enhanced BiRNN-CRF for Joint Chinese Word Segmentation and POS Tagging. NLPCC (2) Jianhu Zhang, Gongshen Liu, Jie Zhou, Cheng Zhou, Huanrong Sun
2018	B	`conf`	Leveraging Inner-Connection of Message Sequence for Traffic Classification: A Deep Learning Approach. ICPADS Renjie Jin, Guangtao Xue, Feng Lyu, Hao Sheng, Gongshen Liu, Minglu Li
2018	B	`conf`	Modeling Multi-turn Conversation with Deep Utterance Aggregation. COLING Zhuosheng Zhang, Jiangtong Li, Pengfei Zhu, Hai Zhao, Gongshen Liu
2018	J	`jnl`	Modeling Multi-turn Conversation with Deep Utterance Aggregation. CoRR Zhuosheng Zhang, Jiangtong Li, Pengfei Zhu, Hai Zhao, Gongshen Liu
2018	J	`jnl`	Multiple Character Embeddings for Chinese Word Segmentation. CoRR Jingkang Wang, Jianing Zhou, Gongshen Liu
2018	J	`jnl`	Neural Feedback Text Clustering With BiLSTM-CNN-Kmeans. IEEE Access Yang Fan, Gongshen Liu, Meng Kui, Zhaoying Sun
2018	—	`conf`	Paraphrase Identification Based on Weighted URAE, Unit Similarity and Context Correlation Feature. NLPCC (2) Jie Zhou, Gongshen Liu, Huanrong Sun
2018	—	`conf`	Sentiment Analysis of Network Comments Based on GCNN. CSAI/ICIMT Chen Huang, Gongshen Liu
2018	B	`conf`	Sliced Recurrent Neural Networks. COLING Zeping Yu, Gongshen Liu
2018	J	`jnl`	Sliced Recurrent Neural Networks. CoRR Zeping Yu, Gongshen Liu
2018	—	`conf`	Steganalysis of Adaptive JPEG Steganography Based on ResDet. APSIPA Xiaosa Huang, Shilin Wang, Tanfeng Sun, Gongshen Liu, Xiang Lin
2018	J	`jnl`	面向短文本的神经网络聚类算法研究 (Research on Neural Network Clustering Algorithm for Short Text). 计算机科学 Zhaoying Sun, Gongshen Liu
2017	B	`conf`	Ada-copy: An Adaptive Memory Copy Strategy for Virtual Machine Live Migration. ICPADS Zhong Wang, Guangtao Xue, Shiyou Qian, Gongshen Liu, Minglu Li, Jian Cao, Jiadi Yu
2017	—	`conf`	Exploitations of Uninitialized Uses on macOS Sierra. WOOT Zhenquan Xu, Gongshen Liu, Tielei Wang, Hao Xu
2017	J	`jnl`	Overlapping Community Detection Based on Structural Centrality in Complex Networks. IEEE Access Xiaofeng Wang, Gongshen Liu, Jianhua Li
2016	—	`conf`	Automatic Threshold Calculation Based Label Propagation Algorithm for Overlapping Community. DSC Gongshen Liu, Kui Meng, Hongyi Guo, Li Pan, Jianhua Li
2016	—	`conf`	GEV Regression with Convex Loss Applied to Imbalanced Binary Classification. DSC Haolin Zhang, Gongshen Liu, Li Pan, Kui Meng, Jianhua Li
2016	—	`conf`	Toward interests drift mechanism for social network. SSIC Yutao Zhang, Gongshen Liu, Jun Wu, Jianhua Li, Longhua Guo
2016	J	`jnl`	Uncovering fuzzy communities in networks with structural similarity. Neurocomputing Xiaofeng Wang, Gongshen Liu, Li Pan, Jianhua Li
2014	B	`conf`	A detecting community method in complex networks with fuzzy clustering. DSAA Xiaofeng Wang, Gongshen Liu, Jianhua Li
2014	B	`conf`	An modularity-based overlapping community structure detecting algorithm. ASONAM Kui Meng, Gongshen Liu, Qiong Hu, Jianhua Li
2013	J	`jnl`	A Text Information Hiding Algorithm Based on Alternatives. J. Softw. Gongshen Liu, Xiaoyun Ding, Bo Su, Kui Meng
2013	J	`jnl`	An Improved Topic Detection Method for Chinese Microblog Based On Incremental Clustering. J. Softw. Gongshen Liu, Kui Meng, Jing Xie
2010	—	`conf`	Predicting the semantic orientation of movie reviews. FSKD Gongshen Liu, Huoyao Lai, Luo Jun, Jiuchuan Lin
2010	—	`conf`	Text Content Filtering Based on Chinese Character Reconstruction from Radicals. e-Forensics Wenlei He, Gongshen Liu, Jun Luo, Jiuchuan Lin
2008	—	`conf`	A Biased Summary System and Its Implementation Technology. FSKD (4) Gongshen Liu
2008	Misc	`conf`	A cross-language state mapping approach to bilingual (Mandarin-English) TTS. ICASSP Hui Liang, Yao Qian, Frank K. Soong, Gongshen Liu
2007	—	`conf`	A Discussion on Personalized Trust Management for Flat P2P Communities. SITIS Min Zuo, Jianhua Li, Gongshen Liu
2007	—	`conf`	An Adaptive Collaborative Filtering Algorithm for Online Reputation Systems. SITIS Min Zuo, Jianhua Li, Gongshen Liu
2004	—	`conf`	New Feature Selection and Weighting Methods Based on Category Information. ICADL Gongshen Liu, Jianhua Li, Xiang Li, Qiang Li