Siyuan Cheng
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
47
Venues
23
Active years
2007–2026
Best venue rank
A*
Where they publish
- A*EMNLP6 papers
- A*CVPR5 papers
- A*SP5 papers
- A*AAAI5 papers
- A*ACL4 papers
- A*NDSS3 papers
- AIROS2 papers
- A*ICLR2 papers
- AWACV1 paper
- A*ICCV1 paper
- CISCAS1 paper
- AACSAC1 paper
- A*CHI1 paper
- A*ECCV1 paper
- A*IJCAI1 paper
- BICIP1 paper
- AISSTA1 paper
- CIGARSS1 paper
- MulticonferenceICASSP1 paper
- A*ICML1 paper
- A*CCS1 paper
- CHealthCom1 paper
- CCIS1 paper
Papers
47 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | PRISM-MCTS: Learning from Reasoning Trajectories with Metacognitive Reflection. | Siyuan Cheng, Bozhong Tian, Yanchao Hao, Zheng Wei |
| 2026 | WACV | Mitigating Backdoor Attacks via Trigger Reconstruction and Model Hardening. | Guanhong Tao, Siyuan Cheng, Guangyu Shen, Yingqi Liu, Shengwei An, Zhuo Zhang, Zhenting Wang, Hanxi Guo, Xiangyu Zhang |
| 2025 | ACL | System Prompt Hijacking via Permutation Triggers in LLM Supply Chains. | Lu Yan, Siyuan Cheng, Xuan Chen, Kaiyuan Zhang, Guangyu Shen, Xiangyu Zhang |
| 2025 | CVPR | CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI. | Siyuan Cheng, Lingjuan Lyu, Zhenting Wang, Xiangyu Zhang, Vikash Sehwag |
| 2025 | EMNLP | Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis. | Hanxi Guo, Siyuan Cheng, Xiaolong Jin, Zhuo Zhang, Guangyu Shen, Kaiyuan Zhang, Shengwei An, Guanhong Tao, Xiangyu Zhang |
| 2025 | ICCV | JailbreakDiffBench: A Comprehensive Benchmark for Jailbreaking Diffusion Models. | Xiaolong Jin, Zixuan Weng, Hanxi Guo, Chenlong Yin, Siyuan Cheng, Guangyu Shen, Xiangyu Zhang |
| 2025 | IROS | EffiTune: Diagnosing and Mitigating Training Inefficiency for Parameter Tuner in Robot Navigation System. | Shiwei Feng, Xuan Chen, Zikang Xiong, Zhiyuan Cheng, Yifei Gao, Siyuan Cheng, Sayali Kate, Xiangyu Zhang |
| 2025 | ISCAS | Approximate SOT-MRAM for Neural Network Acceleration with Superior Read Performance. | Yulong Qiu, Chao Wang, Zhongzhen Tong, Siyuan Cheng, Yueting Li, Zhaohao Wang |
| 2025 | NDSS | CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling. | Kaiyuan Zhang, Siyuan Cheng, Guangyu Shen, Bruno Ribeiro, Shengwei An, Pin-Yu Chen, Xiangyu Zhang, Ninghui Li |
| 2025 | NDSS | Unleashing the Power of Generative Model in Recovering Variable Names from Stripped Binary. | Xiangzhe Xu, Zhuo Zhang, Zian Su, Ziyang Huang, Shiwei Feng, Yapeng Ye, Nan Jiang, Danning Xie, Siyuan Cheng, Lin Tan, Xiangyu Zhang |
| 2025 | SP | BAIT: Large Language Model Backdoor Scanning by Inverting Attack Target. | Guangyu Shen, Siyuan Cheng, Zhuo Zhang, Guanhong Tao, Kaiyuan Zhang, Hanxi Guo, Lu Yan, Xiaolong Jin, Shengwei An, Shiqing Ma, Xiangyu Zhang |
| 2024 | AAAI | Editing Language Model-Based Knowledge Graph Embeddings. | Siyuan Cheng, Ningyu Zhang, Bozhong Tian, Xi Chen, Qingbin Liu, Huajun Chen |
| 2024 | AAAI | Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift. | Shengwei An, Sheng-Yen Chou, Kaiyuan Zhang, Qiuling Xu, Guanhong Tao, Guangyu Shen, Siyuan Cheng, Shiqing Ma, Pin-Yu Chen, Tsung-Yi Ho, Xiangyu Zhang |
| 2024 | ACL | EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models. | Peng Wang, Ningyu Zhang, Bozhong Tian, Zekun Xi, Yunzhi Yao, Ziwen Xu, Mengru Wang, Shengyu Mao, Xiaohan Wang, Siyuan Cheng, Kangwei Liu, Yuansheng Ni, Guozhou Zheng, Huajun Chen |
| 2024 | ACL | MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing. | Jiaqi Li, Miaozeng Du, Chuanyi Zhang, Yongrui Chen, Nan Hu, Guilin Qi, Haiyun Jiang, Siyuan Cheng, Bozhong Tian |
| 2024 | ACSAC | Exploring Inherent Backdoors in Deep Learning Models. | Guanhong Tao, Siyuan Cheng, Zhenting Wang, Shiqing Ma, Shengwei An, Yingqi Liu, Guangyu Shen, Zhuo Zhang, Yunshu Mao, Xiangyu Zhang |
| 2024 | CHI | "Community Guidelines Make this the Best Party on the Internet": An In-Depth Study of Online Platforms' Content Moderation Policies. | Brennan Schaffner, Arjun Nitin Bhagoji, Siyuan Cheng, Jacqueline Mei, Jay L. Shen, Grace Wang, Marshini Chetty, Nick Feamster, Genevieve Lakier, Chenhao Tan |
| 2024 | CVPR | Lotus: Evasive and Resilient Backdoor Attacks through Sub-Partitioning. | Siyuan Cheng, Guanhong Tao, Yingqi Liu, Guangyu Shen, Shengwei An, Shiwei Feng, Xiangzhe Xu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang |
| 2024 | ECCV | UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening. | Siyuan Cheng, Guangyu Shen, Kaiyuan Zhang, Guanhong Tao, Shengwei An, Hanxi Guo, Shiqing Ma, Xiangyu Zhang |
| 2024 | EMNLP | To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models. | Bozhong Tian, Xiaozhuan Liang, Siyuan Cheng, Qingbin Liu, Mengru Wang, Dianbo Sui, Xi Chen, Huajun Chen, Ningyu Zhang |
| 2024 | IJCAI | InstructEdit: Instruction-Based Knowledge Editing for Large Language Models. | Ningyu Zhang, Bozhong Tian, Siyuan Cheng, Xiaozhuan Liang, Yi Hu, Kouying Xue, Yanjie Gou, Xi Chen, Huajun Chen |
| 2024 | SP | OdScan: Backdoor Scanning for Object Detection Models. | Siyuan Cheng, Guangyu Shen, Guanhong Tao, Kaiyuan Zhang, Zhuo Zhang, Shengwei An, Xiangzhe Xu, Yingqi Li, Shiqing Ma, Xiangyu Zhang |
| 2024 | SP | Exploring the Orthogonality and Linearity of Backdoor Attacks. | Kaiyuan Zhang, Siyuan Cheng, Guangyu Shen, Guanhong Tao, Shengwei An, Anuran Makur, Shiqing Ma, Xiangyu Zhang |
| 2024 | SP | On Large Language Models' Resilience to Coercive Interrogation. | Zhuo Zhang, Guangyu Shen, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang |
| 2023 | AAAI | Multi-Modal Protein Knowledge Graph Construction and Applications (Student Abstract). | Siyuan Cheng, Xiaozhuan Liang, Zhen Bi, Huajun Chen, Ningyu Zhang |
| 2023 | CVPR | Detecting Backdoors in Pre-trained Encoders. | Shiwei Feng, Guanhong Tao, Siyuan Cheng, Guangyu Shen, Xiangzhe Xu, Yingqi Liu, Kaiyuan Zhang, Shiqing Ma, Xiangyu Zhang |
| 2023 | CVPR | MEDIC: Remove Model Backdoors via Importance Driven Cloning. | Qiuling Xu, Guanhong Tao, Jean Honorio, Yingqi Liu, Shengwei An, Guangyu Shen, Siyuan Cheng, Xiangyu Zhang |
| 2023 | EMNLP | Can We Edit Multimodal Large Language Models? | Siyuan Cheng, Bozhong Tian, Qingbin Liu, Xi Chen, Yongheng Wang, Huajun Chen, Ningyu Zhang |
| 2023 | EMNLP | Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning. | Qingbin Liu, Yin Kung, Yanchao Hao, Dianbo Sui, Siyuan Cheng, Xi Chen, Ningyu Zhang, Jiaoyan Chen |
| 2023 | EMNLP | Editing Large Language Models: Problems, Methods, and Opportunities. | Yunzhi Yao, Peng Wang, Bozhong Tian, Siyuan Cheng, Zhoubo Li, Shumin Deng, Huajun Chen, Ningyu Zhang |
| 2023 | ICIP | Transformation Consistency for Remote Sensing Image Super-Resolution. | Kai Deng, Ping Yao, Siyuan Cheng, Junyu Bi, Kun Zhang |
| 2023 | ICLR | FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning. | Kaiyuan Zhang, Guanhong Tao, Qiuling Xu, Siyuan Cheng, Shengwei An, Yingqi Liu, Shiwei Feng, Guangyu Shen, Pin-Yu Chen, Shiqing Ma, Xiangyu Zhang |
| 2023 | ISSTA | Improving Binary Code Similarity Transformer Models by Semantics-Driven Instruction Deemphasis. | Xiangzhe Xu, Shiwei Feng, Yapeng Ye, Guangyu Shen, Zian Su, Siyuan Cheng, Guanhong Tao, Qingkai Shi, Zhuo Zhang, Xiangyu Zhang |
| 2023 | NDSS | BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense. | Siyuan Cheng, Guanhong Tao, Yingqi Liu, Shengwei An, Xiangzhe Xu, Shiwei Feng, Guangyu Shen, Kaiyuan Zhang, Qiuling Xu, Shiqing Ma, Xiangyu Zhang |
| 2023 | SP | ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes. | Shengwei An, Yuan Yao, Qiuling Xu, Shiqing Ma, Guanhong Tao, Siyuan Cheng, Kaiyuan Zhang, Yingqi Liu, Guangyu Shen, Ian Kelk, Xiangyu Zhang |
| 2022 | EMNLP | Contrastive Demonstration Tuning for Pre-trained Language Models. | Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng, Zhenru Zhang, Chuanqi Tan, Huajun Chen |
| 2022 | ICLR | OntoProtein: Protein Pretraining With Gene Ontology Embedding. | Ningyu Zhang, Zhen Bi, Xiaozhuan Liang, Siyuan Cheng, Haosen Hong, Shumin Deng, Qiang Zhang, Jiazhang Lian, Huajun Chen |
| 2022 | IGARSS | Dynamic Multi-Scale Network for Remote Sensing Image Super-Resolution. | Ping Yao, Peng He, Siyuan Cheng, Li Fu, Zhihao Guo, Jianghong Zhao |
| 2021 | AAAI | Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification. | Siyuan Cheng, Yingqi Liu, Shiqing Ma, Xiangyu Zhang |
| 2021 | AAAI | Towards Feature Space Adversarial Attack by Style Perturbation. | Qiuling Xu, Guanhong Tao, Siyuan Cheng, Xiangyu Zhang |
| 2021 | CVPR | Learning To Filter: Siamese Relation Network for Robust Tracking. | Siyuan Cheng, Bineng Zhong, Guorong Li, Xin Liu, Zhenjun Tang, Xianxian Li, Jing Wang |
| 2021 | ICASSP | Skip Attention GAN for Remote Sensing Image Synthesis. | Kai Deng, Kun Zhang, Ping Yao, Siyuan Cheng, Peng He |
| 2021 | ICML | Backdoor Scanning for Deep Neural Networks through K-Arm Optimization. | Guangyu Shen, Yingqi Liu, Guanhong Tao, Shengwei An, Qiuling Xu, Siyuan Cheng, Shiqing Ma, Xiangyu Zhang |
| 2020 | CCS | Rational Manager in Bitcoin Mining Pool: Dynamic Strategies to Gain Extra Rewards. | Feifan Yu, Na Ruan, Siyuan Cheng |
| 2017 | HealthCom | Review of multi view auto-stereoscopic display system based on depth image analysis. | Chao Wang, Siyuan Cheng, Changqing Ji, Jing Wang, Zumin Wang, Yan Liu, Yanhong Liu |
| 2015 | IROS | Design, modeling and control of a novel amphibious robot with dual-swing-legs propulsion mechanism. | Yang Yi, Geng Zhou, Jianqing Zhang, Siyuan Cheng, Mengyin Fu |
| 2007 | CIS | Shape Modification of B-Spline Curve with Geometric Constraints. | Siyuan Cheng, Xiangwei Zhang, Kelun Tang |