YC
Yiran Chen
cs.LGcs.CVcs.AIcs.ARcs.CRstat.MLcs.CLcs.DCcs.NENeural Networks, Computer
On Valency
published · living versionsW_macrk6t4·v1 · currentpublished
InteractiveWorld: A Verifiable Human-Centric Environment for Building Better Interactive MLLM Assistants
with Qinsi Wang, Wei Wen, Chong Zhou, Saksham Suri +5
1 version
W_jm3vhkc9·v1published
Preprints & journals
202 papers in the corpus · 2013–2026A Trustworthy Watermarking Framework for LLM-Generated Food Safety Content2609.06708v1 · Zhongli Fang, Yiran Chen, Lingyun Zhang et al.2026 · 0 citationsIEEE International Conference on Multimedia and Expo 2026
Will My Assistant Remember My Allergy? What Personal LLM Assistants Forget When Conversation Memory Is Compressed2609.05767v1 · Lichen Zhu, Yueqian Lin, Yiheng Wang et al.2026 · 0 citationsarXivon Valency
Balancing stability and cleavability of magnetoelectric nanovesicles for wireless and noninvasive deep brain stimulation in epilepsy therapy.42341971 · Chen, Yiran, Xiao, Meng, Sun, Yage et al.2026 · 1 citationActa biomaterialia. 2026;219:618-632
Enhance Quantum Teleportation with Multi-Axis Measurement2604.16728v1 · Junyao Zhang, Jonathan Ku, Zhiding Liang et al.2026 · 0 citationsarXiv
Skilled AI Agents for Embedded and IoT Systems Development2603.19583v1 · Yiming Li, Yuhan Cheng, Mingchen Ma et al.2026 · 0 citationsarXiv
Agentic AI for Scalable and Robust Optical Systems Control2602.20144v2 · Zehao Wang, Mingzhe Han, Wei Cheng et al.2026 · 0 citationsarXiv
CAMformer: Associative Memory is All You Need2511.19740v1 · Tergel Molom-Ochir, Benjamin F. Morris, Mark Horton et al.2025 · 0 citationsarXiv
KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems2510.12872v2 · Hancheng Ye, Zhengqi Gao, Mingyuan Ma et al.2025 · 4 citationsarXiv
Voice Evaluation of Reasoning Ability: Diagnosing the Modality-Induced Performance Gap2509.26542v1 · Yueqian Lin, Zhengmian Hu, Qinsi Wang et al.2025 · 0 citationsarXiv
Artificial Intelligence Modeling for Groundwater Environments across Spatial Scales.41026918 · Chen, Yiran, Li, Hui, Zhan, Zi et al.2025 · 18 citationsEnvironmental science & technology. 2025;59(42):22351-22372
IoT-MCP: Bridging LLMs and IoT Systems Through Model Context Protocol2510.01260v1 · Ningyuan Yang, Guanliang Lyu, Mingchen Ma et al.2025 · 8 citationsarXiv
Clinicopathological characteristics and survival outcomes in early-stage endometrial clear cell carcinoma: a dual-center retrospective study.40999387 · Chen, Yiran, Ma, Yan, Yuan, Hua et al.2026 · 0 citationsBMC cancer. 2025;25(1):1429
Navigating challenges in human pluripotent stem cell-derived islet therapy for type 1 diabetes.40831568 · Usama, Mohammed, Deng, Ying, Chen, Yiran et al.2025 · 2 citationsFrontiers in immunology. 2025;16:1625439
FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models2508.01506v1 · Zishan Shao, Yixiao Wang, Qinsi Wang et al.2025 · 6 citationsarXiv
AutoEDA: Enabling EDA Flow Automation through Microservice-Based LLM Agents2508.01012v2 · Yiyi Lu, Hoi Ian Au, Junyao Zhang et al.2025 · 0 citationsarXiv
MulPi: A Multi-class and Patient-Independent Epileptic Seizure Classifier With Co-Designed Input-stationary Computing-in-SRAM.40512641 · Kim, Bokyung, Huang, Qijia, Taylor, Brady et al.2025 · 5 citationsIEEE transactions on biomedical circuits and systems. 2025;19(4):756-766
A sequential HT-Bayesian method offers deep insights for precise groundwater contaminant characterization.40652652 · Li, Hui, Zhan, Zi, Chen, Yuling et al.2025 · 5 citationsWater research. 2025;286:124198
CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs2507.02128v2 · Jingyu Pan, Isaac Jacobson, Zheng Zhao et al.2025 · 3 citationsarXiv
MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing2506.07366v1 · Haiyue Ma, Zhixu Du, Yiran Chen2025 · 0 citationsarXiv
Angles Don't Lie: Unlocking Training-Efficient RL Through the Model's Own Signals2506.02281v2 · Qinsi Wang, Jinghan Ke, Hancheng Ye et al.2025 · 0 citationsarXiv
Advancing real-time infectious disease forecasting using large language models.40481184 · Du, Hongru, Zhao, Yang, Zhao, Jianan et al.2025 · 41 citationsNature computational science. 2025;5(6):467-480
SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues2506.00668v1 · Martin Kuo, Jianyi Zhang, Aolin Ding et al.2025 · 0 citationsarXiv
Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks2505.10909v1 · Chiyue Wei, Bowen Duan, Cong Guo et al.2025 · 9 citationsarXiv
AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems2505.10748v1 · Feng Cheng, Tunhou Zhang, Junyao Zhang et al.2025 · 2 citationsarXiv
Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-aware Cache Compression2505.06901v1 · Feng Cheng, Cong Guo, Chiyue Wei et al.2025 · 12 citationsarXiv
Transitive Array: An Efficient GEMM Accelerator with Result Reuse2504.16339v1 · Cong Guo, Chiyue Wei, Jiaming Tang et al.2025 · 8 citationsarXiv
The Role of Frequency and Optionality in the Regularization of Linguistic Variation2mcpv_v2 · Kathryn Schuler, Yiran Chen2025 · 0 citationsPsyArXiv
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility2502.17591v2 · Martin Kuo, Jingyang Zhang, Jianyi Zhang et al.2025 · 0 citationsarXiv
GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices2502.15816v1 · Mozhgan Navardi, Romina Aalishah, Yuzhe Fu et al.2025 · 15 citationsarXiv
H-CoT: Hijacking the Chain-of-Thought Safety Reasoning Mechanism to Jailbreak Large Reasoning Models, Including OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking2502.12893v2 · Martin Kuo, Jianyi Zhang, Aolin Ding et al.2025 · 1 citationarXiv
Simultaneous Multi-die Floorplanning and Technology Assignment2502.10932v2 · Cristhian Roman-Vicharra, Prianka Sengupta, Runzhi Wang et al.2025 · 0 citationsarXiv
A Bayesian Nonparametric Perspective on Mahalanobis Distance for Out of Distribution Detection2502.08695v2 · Randolph W. Linderman, Noah Cowan, Yiran Chen et al.2025 · 0 citationsTransactions on Machine Learning Research (2026)
Small Data Insights for Groundwater Management.39937439 · Zhan, Zi, Wei, Yaqiang, Yeh, Tian-Chyi Jim et al.2025 · 6 citationsEnvironmental science & technology. 2025;59(7):3339-3343
A Survey of Research in Large Language Models for Electronic Design Automation2501.09655v1 · Jingyu Pan, Guanglei Zhou, Chen-Chia Chang et al.2025 · 53 citationsarXiv
DRC-Coder: Automated DRC Checker Code Generation Using LLM Autonomous Agent2412.05311v1 · Chen-Chia Chang, Chia-Tung Ho, Yaguang Li et al.2024 · 11 citationsarXiv
LoBAM: LoRA-Based Backdoor Attack on Model Merging2411.16746v4 · Ming Yin, Jingyang Zhang, Jingwei Sun et al.2024 · 0 citationsarXiv
Improving Routability Prediction via NAS Using a Smooth One-shot Augmented Predictor2411.14296v1 · Arjun Sridhar, Chen-Chia Chang, Junyao Zhang et al.2024 · 0 citationsarXiv
Towards Automated Model Design on Recommender Systems2411.07569v1 · Tunhou Zhang, Dehua Cheng, Yuchen He et al.2024 · 2 citationsACM Transactions on Recommender Systems (TORS) 2024
qGDP: Quantum Legalization and Detailed Placement for Superconducting Quantum Computers2411.02447v1 · Junyao Zhang, Guanglei Zhou, Feng Cheng et al.2024 · 0 citationsarXiv
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models2411.02433v3 · Jianyi Zhang, Da-Cheng Juan, Cyrus Rashtchian et al.2024 · 3 citationsarXiv
CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation2410.18311v1 · Qinsi Wang, Saeed Vahidian, Hancheng Ye et al.2024 · 3 citationsarXiv
A case report of effective treatment of intracranial atherosclerotic stenosis treated with the integration of traditional Chinese medicine and Western medicine.39465829 · Hu, Wen-Wen, Chen, Yiran, Cai, Cheng-Ke et al.2024 · 2 citationsMedicine. 2024;103(41):e40055
A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models2410.07265v1 · Cong Guo, Feng Cheng, Zhixu Du et al.2024 · 32 citationsarXiv
Federated Large Language Models: Current Progress and Future Directions2409.15723v3 · Yuhang Yao, Jianyi Zhang, Junda Wu et al.2024 · 8 citationsarXiv
FedProphet: Memory-Efficient Federated Adversarial Training via Robust and Consistent Cascade Learning2409.08372v2 · Minxue Tang, Yitu Wang, Jingyang Zhang et al.2024 · 0 citationsarXiv
MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning2409.06067v3 · Jianyi Zhang, Hao Frank Yang, Ang Li et al.2024 · 8 citationsIEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025)
PatternPaint: Practical Layout Pattern Generation Using Diffusion-Based Inpainting2409.01348v4 · Guanglei Zhou, Bhargav Korrapati, Gaurav Rajavendra Reddy et al.2024 · 1 citationarXiv
Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning2409.01410v1 · Vyacheslav Kungurtsev, Yuanfang Peng, Jianyang Gu et al.2024 · 0 citationsarXiv
Designing Efficient Bit-Level Sparsity-Tolerant Memristive Networks.37030854 · Lyu, Bo, Wen, Shiping, Yang, Yin et al.2024 · 11 citationsIEEE transactions on neural networks and learning systems. 2024;35(9):11979-11988
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model2408.05614v1 · Hanqiu Chen, Yitu Wang, Luis Vitorio Cargnini et al.2024 · 6 citationsarXiv
Career total: at least 893 works. 202 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.