Jun Wang

According to our database1, Jun Wang authored at least 146 papers between 2003 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Strongly Constrained Discrete Hashing.
IEEE Trans. Image Process., 2020

Actor-Critic Reinforcement Learning for Control with Stability Guarantee.
CoRR, 2020

Compositional ADAM: An Adaptive Compositional Solver.
CoRR, 2020

A Deep Recurrent Survival Model for Unbiased Ranking.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Bi-Level Actor-Critic for Multi-Agent Coordination.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
H<sub>∞</sub> Model-free Reinforcement Learning with Robust Stability Guarantee.
CoRR, 2019

MarlRank: Multi-agent Reinforced Learning to Rank.
CoRR, 2019

Wasserstein Robust Reinforcement Learning.
CoRR, 2019

Optimizing Object-based Perception and Control by Free-Energy Principle.
CoRR, 2019

Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning.
CoRR, 2019

Layout Design for Intelligent Warehouse by Evolution With Fitness Approximation.
IEEE Access, 2019

Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning.
Proceedings of the World Wide Web Conference, 2019

Multi-View Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

BayesNAS: A Bayesian Approach for Neural Architecture Search.
Proceedings of the 36th International Conference on Machine Learning, 2019

Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning.
Proceedings of the 7th International Conference on Learning Representations, 2019

Modeling User Return Time Using Inhomogeneous Poisson Process.
Proceedings of the Advances in Information Retrieval, 2019

Factorized Q-learning for large-scale multi-agent systems.
Proceedings of the First International Conference on Distributed Artificial Intelligence, 2019

MarlRank: Multi-agent Reinforced Learning to Rank.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Learning Adaptive Display Exposure for Real-Time Advertising.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Learning to Advertise for Organic Traffic Maximization in E-Commerce Product Feeds.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising.
IEEE Trans. Knowl. Data Eng., 2018

Learning Shared Dynamics with Meta-World Models.
CoRR, 2018

Learning Multi-agent Implicit Communication Through Actions: A Case Study in Contract Bridge, a Collaborative Imperfect-Information Game.
CoRR, 2018

Factorized Q-Learning for Large-Scale Multi-Agent Systems.
CoRR, 2018

Learning to Advertise with Adaptive Exposure via Constrained Two-Level Reinforcement Learning.
CoRR, 2018

Neural Text Generation: Past, Present and Beyond.
CoRR, 2018

Texygen: A Benchmarking Platform for Text Generation Models.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Thermostat-assisted continuously-tempered Hamiltonian Monte Carlo for Bayesian learning.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Learning to Design Games: Strategic Environments in Reinforcement Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

On the Equilibrium of Query Reformulation and Document Retrieval.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

Mean Field Multi-Agent Reinforcement Learning.
Proceedings of the 35th International Conference on Machine Learning, 2018

Activation Maximization Generative Adversarial Nets.
Proceedings of the 6th International Conference on Learning Representations, 2018

Learning Multi-touch Conversion Attribution with Dual-attention Mechanisms for Online Advertising.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

A Study of AI Population Dynamics with Million-agent Reinforcement Learning.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

A Neural Stochastic Volatility Model.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Long Text Generation via Adversarial Training with Leaked Information.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Efficient Architecture Search by Network Transformation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Display Advertising with Real-Time Bidding (RTB) and Behavioural Targeting.
Found. Trends Inf. Retr., 2017

MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence.
CoRR, 2017

An Empirical Study of AI Population Dynamics with Million-agent Reinforcement Learning.
CoRR, 2017

Generative Adversarial Nets with Labeled Data by Activation Maximization.
CoRR, 2017

Learning to Design Games: Strategic Environments in Deep Reinforcement Learning.
CoRR, 2017

Reinforcement Learning for Architecture Search by Network Transformation.
CoRR, 2017

Managing Risk of Bidding in Display Advertising.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Real-Time Bidding by Reinforcement Learning in Display Advertising.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Dynamic Attention Deep Model for Article Recommendation by Learning Human Editors' Demonstration.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Content Recommendation by Noise Contrastive Transfer Learning of Feature Representation.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Dynamic Information Retrieval Modeling
Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, 2016

Optimal Real-Time Bidding Frameworks Discussion.
CoRR, 2016

Learning text representation using recurrent convolutional neural network with highway layers.
CoRR, 2016

Feature Selection as a Multiagent Coordination Problem.
CoRR, 2016

Feedback Control of Real-Time Display Advertising.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Bayesian Performance Comparison of Text Classifiers.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Functional Bid Landscape Forecasting for Display Advertising.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Value at Risk for Risk Evaluation in Information Retrieval.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Bid-aware Gradient Descent for Unbiased Learning with Censored Data in Display Advertising.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Product-Based Neural Networks for User Response Prediction.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Deep Learning over Multi-field Categorical Data - - A Case Study on User Response Prediction.
Proceedings of the Advances in Information Retrieval, 2016

Implicit Look-Alike Modelling in Display Ads - Transfer Collaborative Filtering to CTR Estimation.
Proceedings of the Advances in Information Retrieval, 2016

Real-Time Bidding Based Display Advertising: Mechanisms and Algorithms.
Proceedings of the Advances in Information Retrieval, 2016

User Response Learning for Directly Optimizing Campaign Performance in Display Advertising.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Multi-Keyword Multi-Click Advertisement Option Contracts for Sponsored Search.
ACM Trans. Intell. Syst. Technol., 2015

A term-based methodology for query reformulation understanding.
Inf. Retr. J., 2015

A lattice framework for pricing display advertisement options with the stochastic volatility underlying model.
Electron. Commer. Res. Appl., 2015

An Empirical Study on Display Ad Impression Viewability Measurements.
CoRR, 2015

Risk-Hedged Venture Capital Investment Recommendation.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Statistical Arbitrage Mining for Display Advertising.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Estimating the Uncertainty of Average F1 Scores.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

Dynamic Information Retrieval: Theoretical Framework and Application.
Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

A Bayesian Hierarchical Model for Comparing Average F1 Scores.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Document Boltzmann Machines for Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2015

2014
Introduction to the Special Issue on Diversity and Discovery in Recommender Systems.
ACM Trans. Intell. Syst. Technol., 2014

Bias-variance analysis in estimating true query model for information retrieval.
Inf. Process. Manag., 2014

Real-Time Bidding Benchmarking with iPinYou Dataset.
CoRR, 2014

A Lattice Framework for Pricing Display Ad Options with the Stochastic Volatility Underlying Model.
CoRR, 2014

Dynamic information retrieval modeling.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Optimal real-time bidding for display advertising.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

An empirical study of reserve price optimisation in real-time bidding.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

A Dynamic Pricing Model for Unifying Programmatic Guarantee and Real-Time Bidding in Display Advertising.
Proceedings of the Eighth International Workshop on Data Mining for Online Advertising, 2014

Generalized Bias-Variance Evaluation of TREC Participated Systems.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Bridging memory-based collaborative filtering and text retrieval.
Inf. Retr., 2013

Iterative Expectation for Multi Period Information Retrieval
CoRR, 2013

Multi-Keyword Multi-Click Option Contracts for Sponsored Search Advertising.
CoRR, 2013

Interactive exploratory search for multi page search results.
Proceedings of the 22nd International World Wide Web Conference, 2013

Probabilistic group recommendation via information matching.
Proceedings of the 22nd International World Wide Web Conference, 2013

Bias-variance decomposition of ir evaluation.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Optimizing top-n collaborative filtering via dynamic negative item sampling.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

To personalize or not: a risk management perspective.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Interactive collaborative filtering.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Internet Advertising: An Interplay among Advertisers, Online Publishers, Ad Exchanges and Web Users
CoRR, 2012

A Theory of Information Matching
CoRR, 2012

Selling futures online advertising slots via option contracts.
Proceedings of the 21st World Wide Web Conference, 2012

Dynamical information retrieval modelling: a portfolio-armed bandit machine approach.
Proceedings of the 21st World Wide Web Conference, 2012

Using control theory for stable and efficient recommender systems.
Proceedings of the 21st World Wide Web Conference 2012, 2012

2nd international workshop on diversity in document retrieval (DDR 2012).
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Adaptive diversification of recommendation results via latent factor portfolio.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Top-k Retrieval Using Facility Location Analysis.
Proceedings of the Advances in Information Retrieval, 2012

2011
The 1st international workshop on diversity in document retrieval.
SIGIR Forum, 2011

A Unified Relevance Retrieval Model by Eliteness Hypothesis
CoRR, 2011

Workshop on novelty and diversity in recommender systems - DiveRS 2011.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Contextual Image Annotation via Projection and Quantum Theory Inspired Measurement for Integration of Text and Visual Features.
Proceedings of the Quantum Interaction - 5th International Symposium, 2011

Text Retrieval Methods for Item Ranking in Collaborative Filtering.
Proceedings of the Advances in Information Retrieval, 2011

Statistical information retrieval modelling: from the probability ranking principle to recent advances in diversity, portfolio theory, and beyond.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Structured collaborative filtering.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

On Modeling Rank-Independent Risk in Estimating Probability of Relevance.
Proceedings of the Information Retrieval Technology, 2011

2010
Personalization of tagging systems.
Inf. Process. Manag., 2010

Self-taught hashing for fast similarity search.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

On statistical analysis and optimization of information retrieval effectiveness metrics.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Optimizing multiple objectives in collaborative filtering.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Laplacian Co-hashing of Terms and Documents.
Proceedings of the Advances in Information Retrieval, 2010

Goal-Driven Collaborative Filtering - A Directional Error Based Approach.
Proceedings of the Advances in Information Retrieval, 2010

RGU at ImageCLEF2010 Wikipedia Retrieval Task.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

Automata Modeling for Cognitive Interference in Users' Relevance Judgment.
Proceedings of the Quantum Informatics for Cognitive, 2010

Explanation of Relevance Judgement Discrepancy with Quantum Interference.
Proceedings of the Quantum Informatics for Cognitive, 2010

Tensor Product of Correlated Textual and Visual Features: A Quantum Theory Inspired Image Retrieval Framework.
Proceedings of the Quantum Informatics for Cognitive, 2010


2009
Topic (query) selection for IR evaluation.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Risky business: modeling and exploiting uncertainty in information retrieval.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Portfolio theory of information retrieval.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Risk-Aware Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2009

Mean-Variance Analysis: A New Document Ranking Theory in Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2009

Bridging the gap: complex networks meet information and knowledge management.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Language Models of Collaborative Filtering.
Proceedings of the Information Retrieval Technology, 2009

Personalization on a Peer-to-Peer Television System.
Proceedings of the Handbook of Multimedia for Digital Entertainment and Arts, 2009

2008
Wi-Fi Walkman.
Encyclopedia of Wireless and Mobile Communications, 2008

Unified relevance models for rating prediction in collaborative filtering.
ACM Trans. Inf. Syst., 2008

Personalization on a peer-to-peer television system.
Multim. Tools Appl., 2008

Probabilistic relevance ranking for collaborative filtering.
Inf. Retr., 2008

TRIBLER: a social-based peer-to-peer system.
Concurr. Comput. Pract. Exp., 2008

Generation of Query-Biased Concepts Using Content and Structure for Query Reformulation.
Proceedings of the Natural Language and Information Systems, 2008

2006
Experiential Sampling on Multiple Data Streams.
IEEE Trans. Multimedia, 2006

Experiential Sampling in Multimedia Systems.
IEEE Trans. Multimedia, 2006

Unifying user-based and item-based collaborative filtering approaches by similarity fusion.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Distributed collaborative filtering for peer-to-peer file sharing systems.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

A User-Item Relevance Model for Log-Based Collaborative Filtering.
Proceedings of the Advances in Information Retrieval, 2006

2005
Automatic video logo detection and removal.
Multim. Syst., 2005

Analogies based video editing.
Multim. Syst., 2005

Self-organizing distributed collaborative filtering.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

2004
Video content representation on tiny devices.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

2003
Experience based sampling technique for multimedia analysis.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

A hierarchical framework for face tracking using state vector fusion for compressed video.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003


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