Tian Qin

81 papers A* 11A 3B 4C 2Journal 52Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Drawback of Enforcing Equivariance and its Compensation via the Lens of Expressive Power.
Trans. Mach. Learn. Res.
Yuzhu Chen, Tian Qin, Xinmei Tian, Fengxiang He, Dacheng Tao
2026 J jnl
Edge-Assisted Semantics-Aware Point Cloud Sampling and Transmission for CAVs.
IEEE Internet Things J.
Tian Qin, Jiawei Hou, Ruozhi Huang, Peng Yang
2026 J jnl
From Static to Adaptive Defense: Federated Multi-Agent Deep Reinforcement Learning-Driven Moving Target Defense Against DoS Attacks in UAV Swarm Networks.
IEEE Trans. Cogn. Commun. Netw.
Yuyang Zhou, Guang Cheng, Kang Du, Zihan Chen, Tian Qin, Yuyu Zhao
2026 J jnl
Incentivizing Temporal-Awareness in Egocentric Video Understanding Models.
CoRR
Zhiyang Xu, Tian Qin, Bowen Jin, Zhengfeng Lai, Meng Cao, Lifu Huang, Peng Zhang
2026 J jnl
SNAKE: A sustainable and multi-functional traffic analysis system utilizing specialized large-scale models with a mixture of experts architecture.
Comput. Networks
Tian Qin, Guang Cheng, Yuyang Zhou, Zihan Chen, Xing Luan
2025 J jnl
A plug-and-play knowledge-enhanced module for medical reports generation.
Knowl. Based Syst.
Qinyu Han, Zhihao Yang, Hongfei Lin, Tian Qin
2025 — conf
ATJO: Adaptive Three-Dimensional Joint Optimization for Remote Sensing Video Super-Resolution.
APSIPA
Tian Qin, Lijing Bu, Zhengpeng Zhang, Mingjun Deng, Yin Yang, Jingxue Wang, Xinyu Lan, Wenjuan Peng, Yang Hu
2025 J jnl
BootOOD: Self-Supervised Out-of-Distribution Detection via Synthetic Sample Exposure under Neural Collapse.
CoRR
Yuanchao Wang, Tian Qin, Eduardo Valle, Bruno Abrahao
2025 J jnl
Building robust traffic classifier under low quality data: A federated contrastive learning approach.
Digit. Commun. Networks
Tian Qin, Guang Cheng, Zhichao Yin, Yichen Wei, Zifan Yao, Zihan Chen
2025 J jnl
COMPASS: A Multi-Turn Benchmark for Tool-Mediated Planning & Preference Optimization.
CoRR
Tian Qin, Felix Bai, Ting-Yao Hu, Raviteja Vemulapalli, Hema Swetha Koppula, Zhiyang Xu, Bowen Jin, Mert Cemri, Jiarui Lu, Zirui Wang, Meng Cao
2025 J jnl
Controlling Performance and Budget of a Centralized Multi-agent LLM System with Reinforcement Learning.
CoRR
Bowen Jin, TJ Collins, Donghan Yu, Mert Cemri, Shenao Zhang, Mengyu Li, Jay Tang, Tian Qin, Zhiyang Xu, Jiarui Lu, Guoli Yin, Jiawei Han, Zirui Wang
2025 A* conf
Data Drives Unstable Hierarchical Generalization in LMs.
EMNLP
Tian Qin, Naomi Saphra, David Alvarez-Melis
2025 J jnl
Debiasing Kernel-Based Generative Models.
CoRR
Tian Qin, Wei-Min Huang
2025 J jnl
Decomposing Elements of Problem Solving: What "Math" Does RL Teach?
CoRR
Tian Qin, Core Francisco Park, Mujin Kwun, Aaron Walsman, Eran Malach, Nikhil Anand, Hidenori Tanaka, David Alvarez-Melis
2025 B conf
DiffWR: Diffusion for Watermark Removal.
IJCNN
Lingli Tang, Tian Qin, Yanchun Ma, Qing Xie, Anshu Hu, Wenbo Jiang
2025 J jnl
Distributional Scaling Laws for Emergent Capabilities.
CoRR
Rosie Zhao, Tian Qin, David Alvarez-Melis, Sham M. Kakade, Naomi Saphra
2025 J jnl
Drawback of Enforcing Equivariance and its Compensation via the Lens of Expressive Power.
CoRR
Yuzhu Chen, Tian Qin, Xinmei Tian, Fengxiang He, Dacheng Tao
2025 J jnl
Drift-oriented Self-evolving Encrypted Traffic Application Classification for Actual Network Environment.
CoRR
Zihan Chen, Guang Cheng, Jinhui Li, Tian Qin, Yuyang Zhou, Xing Luan
2025 J jnl
Enhancing Cooperative LiDAR-Based Perception Accuracy in Vehicular Edge Networks.
IEEE Trans. Intell. Transp. Syst.
Jiawei Hou, Peng Yang, Xiangxiang Dai, Tian Qin, Feng Lyu
2025 J jnl
Estimating possible causal effects with latent variables via adjustment and novel rule orientation.
Artif. Intell.
Tian-Zuo Wang, Lue Tao, Tian Qin, Zhi-Hua Zhou
2025 J jnl
From Static to Adaptive Defense: Federated Multi-Agent Deep Reinforcement Learning-Driven Moving Target Defense Against DoS Attacks in UAV Swarm Networks.
CoRR
Yuyang Zhou, Guang Cheng, Kang Du, Zihan Chen, Tian Qin, Yuyu Zhao
2025 — conf
GNSS Spoofing Detection Based on LSTM-TNN-CVAE Network.
APSIPA
Chaowen Tang, Tian Qin
2025 A* conf
Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations.
AAAI
Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou
2025 J jnl
Graphic organizers' optimized design through segmenting and signaling principle: Based on generative learning theory.
Comput. Educ.
Tian Qin, Chao-Jung Wu
2025 J jnl
Joint Encoding and Enhancement for Low-Light Video Analytics in Mobile Edge Networks.
IEEE Trans. Mob. Comput.
Yuanyi He, Peng Yang, Tian Qin, Jiawei Hou, Ning Zhang
2025 J jnl
Limit Analysis for Symbolic Multi-step Reasoning Tasks with Information Propagation Rules Based on Transformers.
CoRR
Tian Qin, Yuhan Chen, Zhiwei Wang, Zhi-Qin John Xu
2025 J jnl
PRIME: Plasticity-Robust Incremental Model for Encrypted Traffic Classification in Dynamic Network Environments.
CoRR
Tian Qin, Guang Cheng, Zihan Chen, Yuyang Zhou
2025 J jnl
Riemann-Lebesgue Forest for Regression.
Trans. Mach. Learn. Res.
Tian Qin, Wei-Min Huang
2025 J jnl
SNAKE: A Sustainable and Multi-functional Traffic Analysis System utilizing Specialized Large-Scale Models with a Mixture of Experts Architecture.
CoRR
Tian Qin, Guang Cheng, Yuyang Zhou, Zihan Chen, Xing Luan
2025 J jnl
To Backtrack or Not to Backtrack: When Sequential Search Limits Model Reasoning.
CoRR
Tian Qin, David Alvarez-Melis, Samy Jelassi, Eran Malach
2024 A* conf
A Label is Worth A Thousand Images in Dataset Distillation.
NeurIPS
Tian Qin, Zhiwei Deng, David Alvarez-Melis
2024 J jnl
A Label is Worth a Thousand Images in Dataset Distillation.
CoRR
Tian Qin, Zhiwei Deng, David Alvarez-Melis
2024 B conf
Adaptive Offloading and Enhancement for Low-Light Video Analytics on Mobile Devices.
GLOBECOM
Yuanyi He, Peng Yang, Tian Qin, Jiawei Hou, Ning Zhang
2024 J jnl
Adaptive Offloading and Enhancement for Low-Light Video Analytics on Mobile Devices.
CoRR
Yuanyi He, Peng Yang, Tian Qin, Jiawei Hou, Ning Zhang
2024 J jnl
Adaptive Weighted Ranking-Oriented Label Distribution Learning.
IEEE Trans. Neural Networks Learn. Syst.
Xiuyi Jia, Tian Qin, Yunan Lu, Weiwei Li
2024 A* conf
Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments.
NeurIPS
Wen-Bo Du, Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou
2024 A* conf
Distinguishing the Knowable from the Unknowable with Language Models.
ICML
Gustaf Ahdritz, Tian Qin, Nikhil Vyas, Boaz Barak, Benjamin L. Edelman
2024 J jnl
Distinguishing the Knowable from the Unknowable with Language Models.
CoRR
Gustaf Ahdritz, Tian Qin, Nikhil Vyas, Boaz Barak, Benjamin L. Edelman
2024 J jnl
Distributional Dataset Distillation with Subtask Decomposition.
CoRR
Tian Qin, Zhiwei Deng, David Alvarez-Melis
2024 J jnl
Epanechnikov Variational Autoencoder.
CoRR
Tian Qin, Wei-Min Huang
2024 J jnl
Let Topic Flow: A Unified Topic-Guided Segment-Wise Dialogue Summarization Framework.
IEEE ACM Trans. Audio Speech Lang. Process.
Qinyu Han, Zhihao Yang, Hongfei Lin, Tian Qin
2024 J jnl
Riemann-Lebesgue Forest for Regression.
CoRR
Tian Qin, Wei-Min Huang
2024 J jnl
Sometimes I am a Tree: Data Drives Unstable Hierarchical Generalization.
CoRR
Tian Qin, Naomi Saphra, David Alvarez-Melis
2024 A* conf
Spending Programmed Bidding: Privacy-friendly Bid Optimization with ROI Constraint in Online Advertising.
KDD
Yumin Su, Min Xiang, Yifei Chen, Yanbiao Li, Tian Qin, Hongyi Zhang, Yasong Li, Xiaobing Liu
2024 J jnl
Tracking treatment effect heterogeneity in evolving environments.
Mach. Learn.
Tian Qin, Long-Fei Li, Tian-Zuo Wang, Zhi-Hua Zhou
2023 — conf
A Hypernetwork-based Personalized Federated Learning Framework for Encrypted Traffic Classification.
MSN
Yichen Wei, Guang Cheng, Tian Qin, Zihan Chen
2023 — conf
A Joint Optimization Scheme in Heterogeneous UAV-Assisted MEC.
ICA3PP (4)
Tian Qin, Pengfei Wang, Qiang Zhang
2023 B conf
End-Edge Coordinated Joint Encoding and Neural Enhancement for Low-Light Video Analytics.
GLOBECOM
Yuanyi He, Peng Yang, Tian Qin, Ning Zhang
2023 J jnl
End-Edge Coordinated Joint Encoding and Neural Enhancement for Low-Light Video Analytics.
CoRR
Yuanyi He, Peng Yang, Tian Qin, Ning Zhang
2023 A* conf
Estimating Possible Causal Effects with Latent Variables via Adjustment.
ICML
Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou
2023 J jnl
Hier-SFL: Client-edge-cloud collaborative traffic classification framework based on hierarchical federated split learning.
Future Gener. Comput. Syst.
Tian Qin, Guang Cheng, Yichen Wei, Zifan Yao
2023 A conf
Learning Causal Structure on Mixed Data with Tree-Structured Functional Models.
SDM
Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou
2023 J jnl
Multi-View Variational Autoencoder for Missing Value Imputation in Untargeted Metabolomics.
CoRR
Chen Zhao, Kuan-Jui Su, Chong Wu, Xuewei Cao, Qiuying Sha, Wu Li, Zhe Luo, Tian Qin, Chuan Qiu, Lan Juan Zhao, Anqi Liu, Lindong Jiang, Xiao Zhang, Hui Shen, Weihua Zhou, Hong-Wen Deng
2023 J jnl
On Subagging Boosted Probit Model Trees.
CoRR
Tian Qin, Wei-Min Huang
2023 C conf
Protection Against Over-Load and Over-Aligned Issues in LCC-S Compensated Inductive Power Transfer System.
IECON
Tian Qin, Bowei Zou, Mengna Luo, Zhicong Huang, Io-Wa Iam, Wai-Kit Sou
2023 A* conf
Rehearsal Learning for Avoiding Undesired Future.
NeurIPS
Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou
2023 J jnl
Sound and complete causal identification with latent variables given local background knowledge.
Artif. Intell.
Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou
2022 A* conf
Benefits of Permutation-Equivariance in Auction Mechanisms.
NeurIPS
Tian Qin, Fengxiang He, Dingfeng Shi, Wenbing Huang, Dacheng Tao
2022 J jnl
Benefits of Permutation-Equivariance in Auction Mechanisms.
CoRR
Tian Qin, Fengxiang He, Dingfeng Shi, Wenbing Huang, Dacheng Tao
2022 J jnl
Meta-PDE: Learning to Solve PDEs Quickly Without a Mesh.
CoRR
Tian Qin, Alex Beatson, Deniz Oktay, Nick McGreivy, Ryan P. Adams
2022 A* conf
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge.
NeurIPS
Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou
2021 — conf
A Lightweight Residual Networks Framework for DDoS Attack Classification Based on Federated Learning.
INFOCOM Workshops
Tian Qin, Guang Cheng, Wenchao Chen, Si Wu
2021 A* conf
Budgeted Heterogeneous Treatment Effect Estimation.
ICML
Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou
2021 — conf
FNEL: An Evolving Intrusion Detection System Based on Federated Never-Ending Learning.
MSN
Tian Qin, Guang Cheng, Wenchao Chen, Xuan Lei
2021 B conf
Personalized Session-Based Recommendation Using Graph Attention Networks.
IJCNN
Yongquan Xie, Zhengru Li, Tian Qin, Finn Tseng, Johannes Kristinsson, Shiqi Qiu, Yi Lu Murphey
2021 J jnl
Reconstructing Ocean Heat Content for Revisiting Global Ocean Warming from Remote Sensing Perspectives.
Remote. Sens.
Hua Su, Tian Qin, An Wang, Wenfang Lu
2021 J jnl
Super-resolution of subsurface temperature field from remote sensing observations based on machine learning.
Int. J. Appl. Earth Obs. Geoinformation
Hua Su, An Wang, Tianyi Zhang, Tian Qin, Xiaoping Du, Xiao-Hai Yan
2020 — conf
Finite Element Analysis of the Deep-drawing Stress of QT8812 Automobile Engine Oil Pan.
ISBDAI
Tian Qin
2020 J jnl
OPEN: A New Estimation of Global Ocean Heat Content for Upper 2000 Meters from Remote Sensing Data.
Remote. Sens.
Hua Su, Haojie Zhang, Xupu Geng, Tian Qin, Wenfang Lu, Xiao-Hai Yan
2020 — conf
Stock Movement Classification from Twitter via Mogrifier Based Memory Cells with Attention Mechanism.
ICITEE
Tian Qin
2019 — conf
Research on Interactive Performance Optimization Strategy of Complex Systems Based on Information Coding.
AHFE (2)
Tian Qin, Siyi Wang
2019 J jnl
qha: A Python package for quasiharmonic free energy calculation for multi-configuration systems.
Comput. Phys. Commun.
Tian Qin, Qi Zhang, Renata M. Wentzcovitch, Koichiro Umemoto
2018 J jnl
Adaptive NN Dynamic Surface Controller Design for Nonlinear Pure-Feedback Switched Systems With Time-Delays and Quantized Input.
IEEE Trans. Syst. Man Cybern. Syst.
Ben Niu, Huan Li, Tian Qin, Hamid Reza Karimi
2018 J jnl
Performance Analysis of Nanoelectromechanical Relay-Based Field-Programmable Gate Arrays.
IEEE Access
Tian Qin, Simon J. Bleiker, Sunil Rana, Frank Niklaus, Dinesh Pamunuwa
2018 J jnl
Spatio-Temporal Routine Mining on Mobile Phone Data.
ACM Trans. Knowl. Discov. Data
Tian Qin, Wufan Shangguan, Guojie Song, Jie Tang
2017 J jnl
Real-time eSports Match Result Prediction.
CoRR
Yifan Yang, Tian Qin, Yu-Heng Lei
2016 J jnl
Adaptive neural network tracking control for a class of switched stochastic pure-feedback nonlinear systems with backlash-like hysteresis.
Int. J. Syst. Sci.
Ben Niu, Tian Qin, Xiaodong Fan
2016 A conf
Routine Mining Based Anomaly Detection in Mobile Phone Data.
SDM
Tian Qin, Guojie Song, Sizhen Du
2015 A conf
Design Methodologies, Models and Tools for Very-Large-Scale Integration of NEM Relay-Based Circuits.
ICCAD
Tian Qin, Sunil Rana, Dinesh Pamunuwa
2014 J jnl
Energy and Latency Optimization in NEM Relay-Based Digital Circuits.
IEEE Trans. Circuits Syst. I Regul. Pap.
Sunil Rana, Tian Qin, Antonios Bazigos, Daniel Grogg, Michel Despont, Christopher Lawrence Ayala, Christoph Hagleitner, Adrian Mihai Ionescu, Roberto Canegallo, Dinesh Pamunuwa
2013 C conf
Modelling NEM relays for digital circuit applications.
ISCAS
Sunil Rana, Tian Qin, Dinesh Pamunuwa, Daniel Grogg, Michel Despont, Yu Pu, Christoph Hagleitner