Publications (47)
Subset Selection for Stratified Sampling in Online Controlled Experiments
Haru Momozu, Yuki Uehara, Naoki Nishimura +6
Following the TRACE: A Structured Path to Empathetic Response Generation with Multi-Agent Models
Ziqi Liu, Ziyang Zhou, Yilin Li +2
Integrated Access and Backhaul Optimization for Millimeter Wave Heterogeneous Networks
Yilin Li, Jian Luo, Richard A. Stirling-Gallacher +1
VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples
Qixin Sun, Ziqin Wang, Hengyuan Zhao +6
Harnessing Rule-Based Reinforcement Learning for Enhanced Grammatical Error Correction
Yilin Li, Xunjian Yin, Yilin Chen +1
A confounding bridge approach for double negative control inference on causal effects
Wang Miao, Xu Shi, Yilin Li +1
From Images to Detection: Machine Learning for Blood Pattern Classification
Yilin Li, Weining Shen
MHSA: A Lightweight Framework for Mitigating Hallucinations via Steered Attention in LVLMs
Wei Ding, Yilin Li, Yudong Zhang +4
Beyond GSD-as-Token: Continuous Scale Conditioning for Remote Sensing VLMs
Song Zhang, Yanlong Chen, Yilin Li +4
A robust regression approach to synthetic control with interference
Peiyu He, Yilin Li, Xu Shi +1
Causal inference with dyadic data in randomized experiments
Yilin Li, Lu Deng, Yong Wang +1
MCP-Guard: A Multi-Stage Defense-in-Depth Framework for Securing Model Context Protocol in Agentic AI
Wenpeng Xing, Zhonghao Qi, Yupeng Qin +6
AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generation
Fengyu Li, Yilin Li, Junhao Zhu +6
RulePrompt: Weakly Supervised Text Classification with Prompting PLMs and Self-Iterative Logical Rules
Miaomiao Li, Jiaqi Zhu, Yang Wang +3
Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks
Jiafan Li, Jiaqi Zhu, Liang Chang +4
Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation
Wanpeng Zhang, Yilin Li, Boyu Yang +1
Wavelet-Decoupling Contrastive Enhancement Network for Fine-Grained Skeleton-Based Action Recognition
Haochen Chang, Jing Chen, Yilin Li +2
Personalized Promotion Decision Making Based on Direct and Enduring Effect Predictions
Jie Yang, Yilin Li, Deddy Jobson
Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review
Tongyue Shi, Jun Ma, Zihan Yu +6
CaliCausalRank: Calibrated Multi-Objective Ad Ranking with Robust Counterfactual Utility Optimization
Xikai Yang, Sebastian Sun, Yilin Li +3
DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models
Jinxiang Xie, Yilin Li, Xunjian Yin +1
Ultrafast configuration changes and anomalous diffusion of an aromatic adsorbate on rare-gas nanoparticles
Arne Morlok, Philipp Elsässer, Ulrich Bangert +5
NeuroDeX: Unlocking Diverse Support in Decompiling Deep Neural Network Executables
Yilin Li, Guozhu Meng, Mingyang Sun +4
Multihop Routing for Data Delivery in V2X Networks
Yilin Li, Jian Luo, Richard A. Stirling-Gallacher +2
Size characterization of neutral rare-gas clusters based on time-resolved polarization anisotropy measurements
Arne Morlok, Grzegorz Kowzan, Ulrich Bangert +3
LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models
Hengyuan Zhao, Ziqin Wang, Qixin Sun +5
No-Regret Online Autobidding Algorithms in First-price Auctions
Yuan Deng, Yilin Li, Wei Tang +1
Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services
Lian Lian, Yilin Li, Song Han +3
Robust Direct Learning for Causal Data Fusion
Xinyu Li, Yilin Li, Qing Cui +2
Optimizing Item-based Marketing Promotion Efficiency in C2C Marketplace with Dynamic Sequential Coupon Allocation Framework
Jie Yang, Padunna Valappil Krishnaraj Sekhar, Sho Sekine +1
The Limits of Price Discrimination with a Bayesian Seller
Yuan Deng, Yilin Li, Wei Tang +1
The paper analyzes how a monopoly seller can optimally segment markets and set different prices when its production cost is private and Bayesian, providing a polynomial‑time method…
Design-based edge-level causal inference with machine learning assisted covariate adjustment
Haoyang Yu, Yilin Li, Lu Deng +3
NTIRE 2023 Quality Assessment of Video Enhancement Challenge
Xiaohong Liu, Xiongkuo Min, Wei Sun +69
Semantics-Aware Denoising: A PLM-Guided Sample Reweighting Strategy for Robust Recommendation
Xikai Yang, Yang Wang, Yilin Li +1
SEVADE: Self-Evolving Multi-Agent Analysis with Decoupled Evaluation for Hallucination-Resistant Irony Detection
Ziqi Liu, Ziyang Zhou, Yilin Li +4
Fast solution to the fair ranking problem using the Sinkhorn algorithm
Yuki Uehara, Shunnosuke Ikeda, Naoki Nishimura +8
An Extensive Study of Residential Proxies in China
Mingshuo Yang, Yunnan Yu, Xianghang Mi +5
Causal Estimation of Share-Induced Engagement with Flywheel Effects
Weitao Cheng, Yilin Li, Yong Wang +1
Robust portfolio optimization model for electronic coupon allocation
Yuki Uehara, Naoki Nishimura, Yilin Li +6
A self-censoring model for multivariate nonignorable nonmonotone missing data
Yilin Li, Wang Miao, Ilya Shpitser +1
When Code Crosses Borders: A Security-Centric Study of LLM-based Code Translation
Hailong Chang, Guozhu Meng, Shuhui Xiao +3
On the Beamformed Broadcast Signaling for Millimeter Wave Cell Discovery: Performance Analysis and Design Insight
Yilin Li, Jian Luo, Mario Castaneda +3
Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems
Yilin Li, Song Han, Sibo Wang +2
5G Radio Access above 6 GHz
Mehrdad Shariat, David M. Gutierrez-Estevez, Arnesh Vijay +8
Unbiased Estimation for Total Treatment Effect Under Interference Using Aggregated Dyadic Data
Lu Deng, Yilin Li, JingJing Zhang +2
Strong-field quantum control in the extreme ultraviolet using pulse shaping
Fabian Richter, Ulf Saalmann, Enrico Allaria +40
Investigating the Potential of Using Large Language Models for Scheduling
Deddy Jobson, Yilin Li