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Di Niu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

96

Venues

29

Active years

2006–2026

Best venue rank

A*

Where they publish

Papers

96 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLrSIM: Incentivizing Reasoning Capabilities of LLMs via Reinforced Strategy Injection.Sijia Chen, Baochun Li, Di Niu
2026ACLGuided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence.Amirhosein Ghasemabadi, Keith G. Mills, Baochun Li, Di Niu
2026ACLPerfCoder: Large Language Models for Interpretable Code Performance Optimization.Jiuding Yang, Shengyao Lu, Hongxuan Liu, Shayan Shirahmad Gale Bagi, Zahra Fazel, Tomasz Czajkowski, Di Niu
2026WACVGrounding Degradations in Natural Language for All-In-One Video Restoration.Muhammad Kamran Janjua, Amirhosein Ghasemabadi, Kunlin Zhang, Mohammad Salameh, Chao Gao, Di Niu
2025AAAIPixelMan: Consistent Object Editing with Diffusion Models via Pixel Manipulation and Generation.Liyao Jiang, Negar Hassanpour, Mohammad Salameh, Mohammadreza Samadi, Jiao He, Fengyu Sun, Di Niu
2025AAAIQua2SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models.Keith G. Mills, Mohammad Salameh, Ruichen Chen, Negar Hassanpour, Wei Lu, Di Niu
2025AAAIFunEditor: Achieving Complex Image Edits via Function Aggregation with Diffusion Models.Mohammadreza Samadi, Fred X. Han, Mohammad Salameh, Hao Wu, Fengyu Sun, Chunhua Zhou, Di Niu
2025CIKMHyperGenFL: Hypernetwork-Generated Model Aggregation in Federated Learning.Jerry Chen, Qikai Lu, Ruiqing Tian, Di Niu, Baochun Li
2025CIKMEnhancing and Assessing Instruction-Following with Fine-Grained Instruction Variants.Jiuding Yang, Hui Liu, Weidong Guo, Yu Xu, Di Niu
2025COLINGTaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution.Jiuding Yang, Shengyao Lu, Weidong Guo, Xiangyang Li, Kaitong Yang, Yu Xu, Di Niu
2025KDDMethaneS2CM: A Dataset for Multispectral Deep Methane Emission Detection.Hongxuan Liu, Juliana Y. Leung, Di Niu
2025MICROTransFusion: End-to-End Transformer Acceleration via Graph Fusion and Pipelining.Linxuan Zhang, Jos Nelson Amaral, Di Niu
2024ACLInstruction Fusion: Advancing Prompt Evolution through Hybridization.Weidong Guo, Jiuding Yang, Kaitong Yang, Xiangyang Li, Zhuwei Rao, Yu Xu, Di Niu
2024CVPRBuilding Optimal Neural Architectures Using Interpretable Knowledge.Keith G. Mills, Fred X. Han, Mohammad Salameh, Shengyao Lu, Chunhua Zhou, Jiao He, Fengyu Sun, Di Niu
2024EMNLPPepRec: Progressive Enhancement of Prompting for Recommendation.Yakun Yu, Shiang Qi, Baochun Li, Di Niu
2024ICLRBoosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models.Sijia Chen, Baochun Li, Di Niu
2024ICLRGOAt: Explaining Graph Neural Networks via Graph Output Attribution.Shengyao Lu, Keith G. Mills, Jiao He, Bang Liu, Di Niu
2024ICMLEiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time.Shengyao Lu, Bang Liu, Keith G. Mills, Jiao He, Di Niu
2024SDMHyperFLoRA: Federated Learning with Instantaneous Personalization.Qikai Lu, Di Niu, Mohammadamin Samadi Khoshkho, Baochun Li
2024SDMDimReg: Embedding Dimension Search via Regularization for Recommender Systems.Mingjun Zhao, Liyao Jiang, Yakun Yu, Xinmin Wang, Yi Yuan, Zheng Wei, Di Niu
2023AAAIGENNAPE: Towards Generalized Neural Architecture Performance Estimators.Keith G. Mills, Fred X. Han, Jialin Zhang, Fabian Chudak, Ali Safari Mamaghani, Mohammad Salameh, Wei Lu, Shangling Jui, Di Niu
2023AAAIAIO-P: Expanding Neural Performance Predictors beyond Image Classification.Keith G. Mills, Di Niu, Mohammad Salameh, Weichen Qiu, Fred X. Han, Puyuan Liu, Jialin Zhang, Wei Lu, Shangling Jui
2023ACLExploiting Hierarchically Structured Categories in Fine-grained Chinese Named Entity Recognition.Jiuding Yang, Jinwen Luo, Weidong Guo, Di Niu, Yu Xu
2023ACLConFEDE: Contrastive Feature Decomposition for Multimodal Sentiment Analysis.Jiuding Yang, Yakun Yu, Di Niu, Weidong Guo, Yu Xu
2023ACLConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis.Yakun Yu, Mingjun Zhao, Shiang Qi, Feiran Sun, Baoxun Wang, Weidong Guo, Xiaoli Wang, Lei Yang, Di Niu
2023CIKMMulco: Recognizing Chinese Nested Named Entities through Multiple Scopes.Jiuding Yang, Jinwen Luo, Weidong Guo, Jerry Chen, Di Niu, Yu Xu
2023CIKMiHAS: Instance-wise Hierarchical Architecture Search for Deep Learning Recommendation Models.Yakun Yu, Shiang Qi, Jiuding Yang, Liyao Jiang, Di Niu
2023CVPRSearch-Map-Search: A Frame Selection Paradigm for Action Recognition.Mingjun Zhao, Yakun Yu, Xiaoli Wang, Lei Yang, Di Niu
2023FPLVPR-Gym: A Platform for Exploring AI Techniques in FPGA Placement Optimization.Ruichen Chen, Shengyao Lu, Mohamed A. Elgammal, Peter Chun, Vaughn Betz, Di Niu
2023ICLRReparameterization through Spatial Gradient Scaling.Alexander Detkov, Mohammad Salameh, Muhammad Fetrat Qharabagh, Jialin Zhang, Robin Luwei, Shangling Jui, Di Niu
2023KDDAdSEE: Investigating the Impact of Image Style Editing on Advertisement Attractiveness.Liyao Jiang, Chenglin Li, Haolan Chen, Xiaodong Gao, Xinwang Zhong, Yang Qiu, Shani Ye, Di Niu
2023MICROUNICO: Unified Hardware Software Co-Optimization for Robust Neural Network Acceleration.Bahador Rashidi, Chao Gao, Shan Lu, Zhisheng Wang, Chunhua Zhou, Di Niu, Fengyu Sun
2023PAKDDTCR: Short Video Title Generation and Cover Selection with Attention Refinement.Yakun Yu, Jiuding Yang, Weidong Guo, Hui Liu, Yu Xu, Di Niu
2023PAKDDOnline Volume Optimization for Notifications via Long Short-Term Value Modeling.Yuchen Zhang, Mingjun Zhao, Chenglin Li, Weiyu Tou, Haolan Chen, Di Niu, Cunxiang Yin, Yancheng He, Fei Guo
2023WWWCEIL: A General Classification-Enhanced Iterative Learning Framework for Text Clustering.Mingjun Zhao, Mengzhen Wang, Yinglong Ma, Di Niu, Haijiang Wu
2023WSDMOne for All, All for One: Learning and Transferring User Embeddings for Cross-Domain Recommendation.Chenglin Li, Yuanzhen Xie, Chenyun Yu, Bo Hu, Zang Li, Guoqiang Shu, Xiaohu Qie, Di Niu
2023SDMOptimal Smooth Approximation for Quantile Matrix Factorization.Peng Liu, Yi Liu, Rui Zhu, Linglong Kong, Bei Jiang, Di Niu
2023SDMA General-Purpose Transferable Predictor for Neural Architecture Search.Fred X. Han, Keith G. Mills, Fabian Chudak, Parsa Riahi, Mohammad Salameh, Jialin Zhang, Wei Lu, Shangling Jui, Di Niu
2023SDMBDA: Bandit-based Transferable AutoAugment.Shan Lu, Mingjun Zhao, Songling Yuan, Xiaoli Wang, Lei Yang, Di Niu
2022ECCVLA3: Efficient Label-Aware AutoAugment.Mingjun Zhao, Shan Lu, Zixuan Wang, Xiaoli Wang, Di Niu
2022EMNLPMatRank: Text Re-ranking by Latent Preference Matrix.Jinwen Luo, Jiuding Yang, Weidong Guo, Chenglin Li, Di Niu, Yu Xu
2022ICLRR5: Rule Discovery with Reinforced and Recurrent Relational Reasoning.Shengyao Lu, Bang Liu, Keith G. Mills, Shangling Jui, Di Niu
2022KDDTAG: Toward Accurate Social Media Content Tagging with a Concept Graph.Jiuding Yang, Weidong Guo, Bang Liu, Yakun Yu, Chaoyue Wang, Jinwen Luo, Linglong Kong, Di Niu, Zhen Wen
2022WSDMRecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation.Chenglin Li, Mingjun Zhao, Huanming Zhang, Chenyun Yu, Lei Cheng, Guoqiang Shu, Beibei Kong, Di Niu
2021ACLLICHEE: Improving Language Model Pre-training with Multi-grained Tokenization.Weidong Guo, Mingjun Zhao, Lusheng Zhang, Di Niu, Jinwen Luo, Zhenhua Liu, Zhenyang Li, Jianbo Tang
2021CIKML2NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning.Keith G. Mills, Fred X. Han, Mohammad Salameh, Seyed Saeed Changiz Rezaei, Linglong Kong, Wei Lu, Shuo Lian, Shangling Jui, Di Niu
2021CIKMProfiling Neural Blocks and Design Spaces for Mobile Neural Architecture Search.Keith G. Mills, Fred X. Han, Jialin Zhang, Seyed Saeed Changiz Rezaei, Fabian Chudak, Wei Lu, Shuo Lian, Shangling Jui, Di Niu
2021CIKMDual Learning for Query Generation and Query Selection in Query Feeds Recommendation.Kunxun Qi, Ruoxu Wang, Qikai Lu, Xuejiao Wang, Ning Jing, Di Niu, Haolan Chen
2021IJCAIGenerative Adversarial Neural Architecture Search.Seyed Saeed Changiz Rezaei, Fred X. Han, Di Niu, Mohammad Salameh, Keith G. Mills, Shuo Lian, Wei Lu, Shangling Jui
2021WWWMeta-HAR: Federated Representation Learning for Human Activity Recognition.Chenglin Li, Di Niu, Bei Jiang, Xiao Zuo, Jianming Yang
2021WWWVerdi: Quality Estimation and Error Detection for Bilingual Corpora.Mingjun Zhao, Haijiang Wu, Di Niu, Zixuan Wang, Xiaoli Wang
2020AAAIReinforced Curriculum Learning on Pre-Trained Neural Machine Translation Models.Mingjun Zhao, Haijiang Wu, Di Niu, Xiaoli Wang
2020INFOCOMOptimizing Federated Learning on Non-IID Data with Reinforcement Learning.Hao Wang, Zakhary Kaplan, Di Niu, Baochun Li
2020InterspeechNeural Architecture Search for Keyword Spotting.Tong Mo, Yakun Yu, Mohammad Salameh, Di Niu, Shangling Jui
2020KDDMeta-Learning for Query Conceptualization at Web Scale.Fred X. Han, Di Niu, Haolan Chen, Weidong Guo, Shengli Yan, Bowei Long
2020WWWAsking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus.Bang Liu, Haojie Wei, Di Niu, Haolan Chen, Yancheng He
2020SIGMODGIANT: Scalable Creation of a Web-scale Ontology.Bang Liu, Weidong Guo, Di Niu, Jinwen Luo, Chaoyue Wang, Zhen Wen, Yu Xu
2019AAAILearning Diffusions without Timestamps.Hao Huang, Qian Yan, Ting Gan, Di Niu, Wei Lu, Yunjun Gao
2019ACLMatching Article Pairs with Graphical Decomposition and Convolutions.Bang Liu, Di Niu, Haojie Wei, Jinghong Lin, Yancheng He, Kunfeng Lai, Yu Xu
2019INFOCOMDistributed Machine Learning with a Serverless Architecture.Hao Wang, Di Niu, Baochun Li
2019KDDA Deep Generative Approach to Search Extrapolation and Recommendation.Fred X. Han, Di Niu, Haolan Chen, Kunfeng Lai, Yancheng He, Yu Xu
2019KDDFDML: A Collaborative Machine Learning Framework for Distributed Features.Yaochen Hu, Di Niu, Jianming Yang, Shengping Zhou
2019KDDA User-Centered Concept Mining System for Query and Document Understanding at Tencent.Bang Liu, Weidong Guo, Di Niu, Chaoyue Wang, Shunnan Xu, Jinghong Lin, Kunfeng Lai, Yu Xu
2019WWWInferring Search Queries from Web Documents via a Graph-Augmented Sequence to Attention Network.Fred X. Han, Di Niu, Kunfeng Lai, Weidong Guo, Yancheng He, Yu Xu
2019WWWLearning to Generate Questions by LearningWhat not to Generate.Bang Liu, Mingjun Zhao, Di Niu, Kunfeng Lai, Yancheng He, Haojie Wei, Yu Xu
2018CIKMA Fast Linear Computational Framework for User Action Prediction in Tencent MyApp.Yaochen Hu, Di Niu, Jianming Yang
2018CIKMMultiresolution Graph Attention Networks for Relevance Matching.Ting Zhang, Bang Liu, Di Niu, Kunfeng Lai, Yu Xu
2018CLOUDDynamic and Decentralized Global Analytics via Machine Learning.Hao Wang, Di Niu, Baochun Li
2018KDDMIX: Multi-Channel Information Crossing for Text Matching.Haolan Chen, Fred X. Han, Di Niu, Dong Liu, Kunfeng Lai, Chenglin Wu, Yu Xu
2018WWWMatching Natural Language Sentences with Hierarchical Sentence Factorization.Bang Liu, Ting Zhang, Fred X. Han, Di Niu, Kunfeng Lai, Yu Xu
2017AAAIExpectile Matrix Factorization for Skewed Data Analysis.Rui Zhu, Di Niu, Linglong Kong, Zongpeng Li
2017CIKMGrowing Story Forest Online from Massive Breaking News.Bang Liu, Di Niu, Kunfeng Lai, Linglong Kong, Yu Xu
2017CLOUDLatency reduction and load balancing in coded storage systems.Yaochen Hu, Yushi Wang, Bang Liu, Di Niu, Cheng Huang
2017ICDMRecover Fine-Grained Spatial Data from Coarse Aggregation.Bang Liu, Borislav Mavrin, Linglong Kong, Di Niu
2017INFOCOMRobust web service recommendation via quantile matrix factorization.Rui Zhu, Di Niu, Zongpeng Li
2017INFOCOMOptimal multicast in virtualized datacenter networks with software switches.Rui Zhu, Di Niu, Baochun Li, Zongpeng Li
2017MICCAIOptic Disc Detection via Deep Learning in Fundus Images.Peiyuan Xu, Cheng Wan, Jun Cheng, Di Niu, Jiang Liu
2016CIKMSeparating-Plane Factorization Models: Scalable Recommendation from One-Class Implicit Feedback.Haolan Chen, Di Niu, Kunfeng Lai, Yu Xu, Masoud Ardakani
2016ICDMHouse Price Modeling over Heterogeneous Regions with Hierarchical Spatial Functional Analysis.Bang Liu, Borislav Mavrin, Di Niu, Linglong Kong
2016INFOCOMReducing access latency in erasure coded cloud storage with local block migration.Yaochen Hu, Di Niu
2015INFOCOMNetwork latency prediction for personal devices: Distance-feature decomposition from 3D sampling.Bang Liu, Di Niu, Zongpeng Li, H. Vicky Zhao
2014ICDCSAchieving Absolutely Optimal Block Pipelining in Organized Network Coded Gossip.Majid Khabbazian, Di Niu
2014INFOCOMCongestion-aware internet pricing for media streaming.Di Niu, Baochun Li
2014NOSSDAVServer Selection and Topology Control for Multi-Party Video Conferences.Shuopeng Zhang, Di Niu, Yaochen Hu, Fangming Liu
2013ICDCSDynamic Cloud Resource Reservation via Cloud Brokerage.Wei Wang, Di Niu, Baochun Li, Ben Liang
2013INFOCOMAn efficient distributed algorithm for resource allocation in large-scale coupled systems.Di Niu, Baochun Li
2012INFOCOMA theory of cloud bandwidth pricing for video-on-demand providers.Di Niu, Chen Feng, Baochun Li
2012INFOCOMQuality-assured cloud bandwidth auto-scaling for video-on-demand applications.Di Niu, Hong Xu, Baochun Li, Shuqiao Zhao
2012SIGMETRICSPricing cloud bandwidth reservations under demand uncertainty.Di Niu, Chen Feng, Baochun Li
2011INFOCOMAsymptotic optimality of randomized peer-to-peer broadcast with network coding.Di Niu, Baochun Li
2011INFOCOMDemand forecast and performance prediction in peer-assisted on-demand streaming systems.Di Niu, Zimu Liu, Baochun Li, Shuqiao Zhao
2011NOSSDAVUnderstanding demand volatility in large VoD systems.Di Niu, Baochun Li, Shuqiao Zhao
2010INFOCOMTopological Properties Affect the Power of Network Coding in Decentralized Broadcast.Di Niu, Baochun Li
2008ICDCSCircumventing Server Bottlenecks: Indirect Large-Scale P2P Data Collection.Di Niu, Baochun Li
2007IWQoSOn the Resilience-Complexity Tradeoff of Network Coding in Dynamic P2P Networks.Di Niu, Baochun Li
2006CISSIterative Carrier Frequency Offset Estimation for OFDMA Uplink based on Null Subcarriers.Di Niu, Xianhua Dai