Publications (42)
Diffusion Policy with Bayesian Expert Selection for Active Multi-Target Tracking
Haotian Xiang, Qin Lu, Yaakov Bar-Shalom
OFD-Net: Teacher-Free Reliable Semi-supervised Medical Image Segmentation with Orthogonal Feature Disentanglement Net of Foreground-Background
Shao-feng Jiang, Zhe-yang Jing, Qin Lu +4
A Question Answering Approach to Emotion Cause Extraction
Lin Gui, Jiannan Hu, Yulan He +3
Farrell cohomology of low genus pure mapping class groups with punctures
Qin Lu
Fermion determinant with dynamical chiral symmetry breaking
Qin Lu, Hua Yang, Qing Wang
Chiral Lagrangian from gauge invariant,nonlocal, dynamical quark model
Hua Yang, Qing Wang, Qin Lu
Surrogate modeling for Bayesian optimization beyond a single Gaussian process
Qin Lu, Konstantinos D. Polyzos, Bingcong Li +1
Online scalable Gaussian processes with conformal prediction for guaranteed coverage
Jinwen Xu, Qin Lu, Georgios B. Giannakis
Calculation of the Chiral Lagrangian Coefficients from the Underlying Theory of QCD: A Simple Approach
Hua Yang, Qing Wang, Yu-Ping Kuang +1
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning
Zhepei Wei, Wenlin Yao, Yao Liu +9
ROOT13: Spotting Hypernyms, Co-Hyponyms and Randoms
Enrico Santus, Tin-Shing Chiu, Qin Lu +2
Ask a Strong LLM Judge when Your Reward Model is Uncertain
Zhenghao Xu, Qin Lu, Qingru Zhang +9
Fine-tuning LLMs with variational Bayesian last layer for high-dimensional Bayesian optimization
Haotian Xiang, Jinwen Xu, Qin Lu
An Improved k-Nearest Neighbor Algorithm for Text Categorization
Baoli Li, Shiwen Yu, Qin Lu
Algebraic K-theory of mapping class groups
Ethan Berkove, Daniel Juan-Pineda, Qin Lu
Unsupervised Measure of Word Similarity: How to Outperform Co-occurrence and Vector Cosine in VSMs
Enrico Santus, Tin-Shing Chiu, Qin Lu +2
Learning with Rare Success but Rich Feedback via Reflection-Enhanced Self-Distillation
Yuwei Zhang, Sha Li, Changlong Yu +9
Bayesian Optimization for Fast Radio Mapping and Localization with an Autonomous Aerial Drone
Paul S. Kudyba, Qin Lu, Haijian Sun
Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models
Saleh Soltan, Andy Rosenbaum, Tobias Falke +3
Scalable Variational Bayesian Fine-Tuning of LLMs via Orthogonalized Low-Rank Adapters
Haotian Xiang, Bingcong Li, Qin Lu
Likelihood Functions with Parameter-Dependent Support: A Survey of the Cramér-Rao-Leibniz Lower Bound
Qin Lu, Yaakov Bar-Shalom, Peter Willett
Adaptive Bayesian Optimization for Robust Identification of Stochastic Dynamical Systems
Jinwen Xu, Qin Lu, Yaakov Bar-Shalom
Conformalized Gaussian processes for online uncertainty quantification over graphs
Jinwen Xu, Qin Lu, Georgios B. Giannakis
Syllable based DNN-HMM Cantonese Speech to Text System
Timothy Wong, Claire Li, Sam Lam +6
Robust and Adaptive Temporal-Difference Learning Using An Ensemble of Gaussian Processes
Qin Lu, Georgios B. Giannakis
Dual Memory Network Model for Biased Product Review Classification
Yunfei Long, Mingyu Ma, Qin Lu +2
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing
Jia Yan, Qin Lu, Georgios B. Giannakis
What a Nerd! Beating Students and Vector Cosine in the ESL and TOEFL Datasets
Enrico Santus, Tin-Shing Chiu, Qin Lu +2
On QCD Predictions for the Chiral Lagrangian Coefficients
qing wang, Yu-Ping Kuang, Hua Yang +1
Think-RM: Enabling Long-Horizon Reasoning in Generative Reward Models
Ilgee Hong, Changlong Yu, Liang Qiu +8
Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges
Haoran Lu, Luyang Fang, Ruidong Zhang +47
Spatial-Assistant Encoder-Decoder Network for Real Time Semantic Segmentation
Yalun Wang, Shidong Chen, Huicong Bian +2
Weighted Ensembles for Active Learning with Adaptivity
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis
Generalized Schwinger proper time method for Dirac operator with dynamical chiral symmetry breaking
Qin Lu, Hua Yang, Qing Wang
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges
Fei Dou, Jin Ye, Geng Yuan +22
Incremental Ensemble Gaussian Processes
Qin Lu, Georgios V. Karanikolas, Georgios B. Giannakis
Curriculum Guidelines for Undergraduate Programs in Data Science
Richard De Veaux, Mahesh Agarwal, Maia Averett +22
Nine Features in a Random Forest to Learn Taxonomical Semantic Relations
Enrico Santus, Alessandro Lenci, Tin-Shing Chiu +2
Deploying AI for Signal Processing education: Selected challenges and intriguing opportunities
Jarvis Haupt, Qin Lu, Yanning Shen +5
Approximation of Log-Partition Function in Policy Mirror Descent Induces Implicit Regularization for LLM Post-Training
Zhenghao Xu, Qin Lu, Changlong Yu +1
Build AI Assistants using Large Language Models and Agents to Enhance the Engineering Education of Biomechanics
Hanzhi Yan, Qin Lu, Xianqiao Wang +3
Hadronic Transition chi(c1)(1P) to eta(c) plus two pions at the Beijing Spectrometer BES and the Cornell CLEO-c
Qin Lu, Yu-Ping Kuang