Shiqi Shen

41 papers A* 12A 5B 2Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding.
ACL (Findings)
Jiakai Tang, Shiqi Shen, Zhipeng Wang, Gong Zhi, Xueyang Feng, Zexu Sun, Haoran Tan, Xu Chen
2025 J jnl
Sequential Causal Effect Estimation by Jointly Modeling the Unmeasured Confounders and Instrumental Variables.
IEEE Trans. Knowl. Data Eng.
Zexu Sun, Bowei He, Shiqi Shen, Zhipeng Wang, Zhi Gong, Chen Ma, Qi Qi, Xu Chen
2025 A* conf
Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization.
ICLR
Wenkai Yang, Shiqi Shen, Guangyao Shen, Wei Yao, Yong Liu, Gong Zhi, Yankai Lin, Ji-Rong Wen
2025 A* conf
TINED: GNNs-to-MLPs by Teacher Injection and Dirichlet Energy Distillation.
ICML
Ziang Zhou, Zhihao Ding, Jieming Shi, Qing Li, Shiqi Shen
2024 J jnl
A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor Augmentation.
CoRR
Yiran Li, Gongyao Guo, Jieming Shi, Renchi Yang, Shiqi Shen, Qing Li, Jun Luo
2024 J jnl
A versatile framework for attributed network clustering via K-nearest neighbor augmentation.
VLDB J.
Yiran Li, Gongyao Guo, Jieming Shi, Renchi Yang, Shiqi Shen, Qing Li, Jun Luo
2024 J jnl
GNNs-to-MLPs by Teacher Injection and Dirichlet Energy Distillation.
CoRR
Ziang Zhou, Zhihao Ding, Jieming Shi, Qing Li, Shiqi Shen
2024 A conf
SGOOD: Substructure-enhanced Graph-Level Out-of-Distribution Detection.
CIKM
Zhihao Ding, Jieming Shi, Shiqi Shen, Xuequn Shang, Jiannong Cao, Zhipeng Wang, Zhi Gong
2024 J jnl
Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization.
CoRR
Wenkai Yang, Shiqi Shen, Guangyao Shen, Zhi Gong, Yankai Lin
2024 A* conf
Towards Tool Use Alignment of Large Language Models.
EMNLP
Zhiyuan Chen, Shiqi Shen, Guangyao Shen, Gong Zhi, Xu Chen, Yankai Lin
2024 J jnl
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervision.
CoRR
Zeyang Zhang, Xin Wang, Ziwei Zhang, Guangyao Shen, Shiqi Shen, Wenwu Zhu
2023 B conf
Attention-Capsule Network for Low-Light Image Recognition.
IJCNN
Shiqi Shen, Zetao Jiang, Xiaochun Lei, Xu Wu, Yuting He
2023 A conf
Expression-Guided Attention GAN for Fine-Grained Facial Expression Editing.
ICME
Hui Zhang, Shiqi Shen, Jinhua Xu
2023 A* conf
Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision.
NeurIPS
Zeyang Zhang, Xin Wang, Ziwei Zhang, Guangyao Shen, Shiqi Shen, Wenwu Zhu
2023 A conf
When Fairness meets Bias: a Debiased Framework for Fairness aware Top-N Recommendation.
RecSys
Jiakai Tang, Shiqi Shen, Zhipeng Wang, Zhi Gong, Jingsen Zhang, Xu Chen
2022 A* conf
Membership Inference Attacks and Generalization: A Causal Perspective.
CCS
Teodora Baluta, Shiqi Shen, S. Hitarth, Shruti Tople, Prateek Saxena
2022 J jnl
Membership Inference Attacks and Generalization: A Causal Perspective.
CoRR
Teodora Baluta, Shiqi Shen, S. Hitarth, Shruti Tople, Prateek Saxena
2022 A* conf
Sequential Recommendation with Decomposed Item Feature Routing.
WWW
Kun Lin, Zhenlei Wang, Shiqi Shen, Zhipeng Wang, Bo Chen, Xu Chen
2022 A* conf
Unbiased Sequential Recommendation with Latent Confounders.
WWW
Zhenlei Wang, Shiqi Shen, Zhipeng Wang, Bo Chen, Xu Chen, Ji-Rong Wen
2021 A conf
Localizing Vulnerabilities Statistically From One Exploit.
AsiaCCS
Shiqi Shen, Aashish Kolluri, Zhen Dong, Prateek Saxena, Abhik Roychoudhury
2021 J jnl
Refined Grey-Box Fuzzing with SIVO.
CoRR
Ivica Nikolic, Radu Mantu, Shiqi Shen, Prateek Saxena
2021 B conf
Refined Grey-Box Fuzzing with Sivo.
DIMVA
Ivica Nikolic, Radu Mantu, Shiqi Shen, Prateek Saxena
2020 J jnl
Analysis and multi-objective optimization of slag powder process.
Appl. Soft Comput.
Xiaoli Li, Shiqi Shen, Shengxiang Yang, Kang Wang, Yang Li
2020 J jnl
Localizing Patch Points From One Exploit.
CoRR
Shiqi Shen, Aashish Kolluri, Zhen Dong, Prateek Saxena, Abhik Roychoudhury
2019 A* conf
Neuro-Symbolic Execution: Augmenting Symbolic Execution with Neural Constraints.
NDSS
Shiqi Shen, Shweta Shinde, Soundarya Ramesh, Abhik Roychoudhury, Prateek Saxena
2019 J jnl
Quantitative Verification of Neural Networks And its Security Applications.
CoRR
Teodora Baluta, Shiqi Shen, Shweta Shinde, Kuldeep S. Meel, Prateek Saxena
2019 A* conf
Quantitative Verification of Neural Networks and Its Security Applications.
CCS
Teodora Baluta, Shiqi Shen, Shweta Shinde, Kuldeep S. Meel, Prateek Saxena
2018 J jnl
Neuro-Symbolic Execution: The Feasibility of an Inductive Approach to Symbolic Execution.
CoRR
Shiqi Shen, Soundarya Ramesh, Shweta Shinde, Abhik Roychoudhury, Prateek Saxena
2018 J jnl
Zero-Shot Cross-Lingual Neural Headline Generation.
IEEE ACM Trans. Audio Speech Lang. Process.
Shiqi Shen, Yun Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun
2017 A* conf
Neural Nets Can Learn Function Type Signatures From Binaries.
USENIX Security Symposium
Zheng Leong Chua, Shiqi Shen, Prateek Saxena, Zhenkai Liang
2017 J jnl
Optimizing Non-Decomposable Evaluation Metrics for Neural Machine Translation.
J. Comput. Sci. Technol.
Shiqi Shen, Yang Liu, Maosong Sun
2017 J jnl
Recent Advances on Neural Headline Generation.
J. Comput. Sci. Technol.
Ayana, Shiqi Shen, Yankai Lin, Cun-Chao Tu, Yu Zhao, Zhiyuan Liu, Maosong Sun
2017 J jnl
THUMT: An Open Source Toolkit for Neural Machine Translation.
CoRR
Jiacheng Zhang, Yanzhuo Ding, Shiqi Shen, Yong Cheng, Maosong Sun, Huan-Bo Luan, Yang Liu
2016 A* conf
Agreement-Based Joint Training for Bidirectional Attention-Based Neural Machine Translation.
IJCAI
Yong Cheng, Shiqi Shen, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
2016 A conf
Auror: defending against poisoning attacks in collaborative deep learning systems.
ACSAC
Shiqi Shen, Shruti Tople, Prateek Saxena
2016 — conf
Minimum Risk Training for Neural Machine Translation.
ACL (1)
Shiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
2016 J jnl
Neural Headline Generation with Minimum Risk Training.
CoRR
Ayana, Shiqi Shen, Zhiyuan Liu, Maosong Sun
2016 — conf
Neural Relation Extraction with Selective Attention over Instances.
ACL (1)
Yankai Lin, Shiqi Shen, Zhiyuan Liu, Huanbo Luan, Maosong Sun
2015 J jnl
Agreement-based Joint Training for Bidirectional Attention-based Neural Machine Translation.
CoRR
Yong Cheng, Shiqi Shen, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu
2015 A* conf
Consistency-Aware Search for Word Alignment.
EMNLP
Shiqi Shen, Yang Liu, Maosong Sun, Huan-Bo Luan
2015 J jnl
Minimum Risk Training for Neural Machine Translation.
CoRR
Shiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun, Yang Liu