Hari Sundaram

Orcid: 0000-0003-3315-6055

Affiliations:
  • University of Illinois at Urbana-Champaign, USA
  • Arizona State University, Tempe, Arizona, USA (former)


According to our database1, Hari Sundaram authored at least 179 papers between 1997 and 2024.

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Bibliography

2024
Venire: A Machine Learning-Guided Panel Review System for Community Content Moderation.
CoRR, 2024

LOTOS: Layer-wise Orthogonalization for Training Robust Ensembles.
CoRR, 2024

Designing Fair Systems for Consumers to Exploit Personalized Pricing.
CoRR, 2024

A Pre-trained Sequential Recommendation Framework: Popularity Dynamics for Zero-shot Transfer.
CoRR, 2024

A Pre-trained Zero-shot Sequential Recommendation Framework via Popularity Dynamics.
Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Intervening to Increase Community Trust for Fair Network Outcomes.
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

CEV-LM: Controlled Edit Vector Language Model for Shaping Natural Language Generations.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline Control.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Spectrum Extraction and Clipping for Implicitly Linear Layers.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
The Value of Activity Traces in Peer Evaluations: An Experimental Study.
Proc. ACM Hum. Comput. Interact., April, 2023

Measuring User-Moderator Alignment on r/ChangeMyView.
Proc. ACM Hum. Comput. Interact., 2023

Friends with Costs and Benefits: Community Formation with Myopic, Boundedly-Rational Actors.
CoRR, 2023

Pre-trained Neural Recommenders: A Transferable Zero-Shot Framework for Recommendation Systems.
CoRR, 2023

Packet Reception Probability: Packets That You Can't Decode Can Help Keep You Safe.
CoRR, 2023

Mastering the ABCDs of Complex Questions: Answer-Based Claim Decomposition for Fine-grained Self-Evaluation.
CoRR, 2023

Enhancing Generation through Summarization Duality and Explicit Outline Control.
CoRR, 2023

What should I Ask: A Knowledge-driven Approach for Follow-up Questions Generation in Conversational Surveys.
Proceedings of the 37th Pacific Asia Conference on Language, 2023

Your Browsing History May Cost You: A Framework for Discovering Differential Pricing in Non-Transparent Markets.
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

Inform the Uninformed: Improving Online Informed Consent Reading with an AI-Powered Chatbot.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022
Decision tree Thompson sampling for mining hidden populations through attributed search.
Soc. Netw. Anal. Min., 2022

Self-supervised role learning for graph neural networks.
Knowl. Inf. Syst., 2022

Multi-task Knowledge Graph Representations via Residual Functions.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Audience-Centric Natural Language Generation via Style Infusion.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021
Attribute-Guided Network Sampling Mechanisms.
ACM Trans. Knowl. Discov. Data, 2021

FITNet: Identifying Fashion Influencers on Twitter.
Proc. ACM Hum. Comput. Interact., 2021

"I can show what I really like.": Eliciting Preferences via Quadratic Voting.
Proc. ACM Hum. Comput. Interact., 2021

FuseRec: fusing user and item homophily modeling with temporal recommender systems.
Data Min. Knowl. Discov., 2021

Ranking User-Generated Content via Multi-Relational Graph Convolution.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

ProtoCF: Prototypical Collaborative Filtering for Few-shot Recommendation.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

2020
"It's all about conversation": Challenges and Concerns of Faculty and Students in the Arts, Humanities, and the Social Sciences about Education at Scale.
Proc. ACM Hum. Comput. Interact., 2020

Discovering Strategic Behaviors for Collaborative Content-Production in Social Networks.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Transfer Learning via Contextual Invariants for One-to-Many Cross-Domain Recommendation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

CrowdQM: Learning Aspect-Level User Reliability and Comment Trustworthiness in Discussion Forums.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

The World has Changed - The World Needs to Change. What Multimedia has to Offer for Our Common Digital Future.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Auditing Race and Gender Discrimination in Online Housing Markets.
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

Beyond Localized Graph Neural Networks: An Attributed Motif Regularization Framework.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019
Should We Use an Abstract Comic Form to Persuade?: Experiments with Online Charitable Donation.
Proc. ACM Hum. Comput. Interact., 2019

Quantifying Voter Biases in Online Platforms: An Instrumental Variable Approach.
Proc. ACM Hum. Comput. Interact., 2019

An Induced Multi-Relational Framework for Answer Selection in Community Question Answer Platforms.
CoRR, 2019

Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps.
CoRR, 2019

Mining Hidden Populations through Attributed Search.
CoRR, 2019

Discovering Archetypes to Interpret Evolution of Individual Behavior.
CoRR, 2019

Growing Attributed Networks through Local Processes.
Proceedings of the World Wide Web Conference, 2019

A Generative Model for Discovering Action-Based Roles and Community Role Compositions on Community Question Answering Platforms.
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

A Modular Adversarial Approach to Social Recommendation.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Hierarchical multi-armed bandits for discovering hidden populations.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018
Progressive cyber-human intelligence for social good.
Interactions, 2018

Resource Allocation Game on Social Networks: Best Response Dynamics and Convergence.
CoRR, 2018

The Size Conundrum: Why Online Knowledge Markets Can Fail at Scale.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

CLaDS: a cloud-based virtual lab for the delivery of scalable hands-on assignments for practical data science education.
Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education, 2018

Mining MOOC Lecture Transcripts to Construct Concept Dependency Graphs.
Proceedings of the 11th International Conference on Educational Data Mining, 2018

An Adversarial Approach to Improve Long-Tail Performance in Neural Collaborative Filtering.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Insights from the Long-Tail: Learning Latent Representations of Online User Behavior in the Presence of Skew and Sparsity.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Modeling Network Growth under Resource Constraints.
CoRR, 2017

Size Does Matter: Why Knowledge Markets Can Fail at Scale!
CoRR, 2017

Improving Latent User Models in Online Social Media.
CoRR, 2017

Finding by Counting: A Probabilistic Packet Count Model for Indoor Localization in BLE Environments.
Proceedings of the 11th Workshop on Wireless Network Testbeds, 2017

2016
Influencing Busy People in a Social Network.
CoRR, 2016

Task-driven sampling of attributed networks.
CoRR, 2016

It's just a matter of perspective(s): Crowd-Powered Consensus Organization of Corpora.
CoRR, 2016

Security and Privacy in Public IoT Spaces.
Proceedings of the 25th International Conference on Computer Communication and Networks, 2016

2015
Network Cartography: Seeing the Forest and the Trees.
CoRR, 2015

For Your Eyes Only.
Proceedings of the 6th International Workshop on Mobile Cloud Computing and Services, 2015

Leveraging Social Foci for Information Seeking in Social Media.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2013
Experiential media systems.
ACM Trans. Multim. Comput. Commun. Appl., 2013

How Do We Find Early Adopters Who Will Guide a Resource Constrained Network Towards a Desired Distribution of Behaviors?
CoRR, 2013

Constructing an anonymous dataset from the personal digital photo libraries of mac app store users.
Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013

Taskville: visualizing tasks and raising awareness in the workplace.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012
NextSlidePlease: Authoring and delivering agile multimedia presentations.
ACM Trans. Multim. Comput. Commun. Appl., 2012

Discovering multirelational structure in social media streams.
ACM Trans. Multim. Comput. Commun. Appl., 2012

Understanding Community Dynamics in Online Social Networks: A multidisciplinary review.
IEEE Signal Process. Mag., 2012

Multimedia Semantics: Interactions Between Content and Community.
Proc. IEEE, 2012

Social event detection with interaction graph modeling.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Massive change: how social media can enable a sustainable world.
Proceedings of the 2012 international workshop on Socially-aware multimedia, 2012

How do people organize their photos in each event and how does it affect storytelling, searching and interpretation tasks?
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

Media Lifecycle and Content Analysis in Social Media Communities.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Hidden Markov Model for Event Photo Stream Segmentation.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

Wind runners: designing a game to encourage medical adherence for children with asthma.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

Visual planner: beyond prerequisites, designing an interactive course planner for a 21st century flexible curriculum.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011
SCENT: Scalable compressed monitoring of evolving multirelational social networks.
ACM Trans. Multim. Comput. Commun. Appl., 2011

Community Discovery via Metagraph Factorization.
ACM Trans. Knowl. Discov. Data, 2011

Job opportunities and career perspective for fresh graduates of the multimedia community.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Social Event Detection with clustering and filtering.
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011

A computational framework for constructing interactive feedback for assisting motor learning.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A low cost, adaptive mixed reality system for home-based stroke rehabilitation.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Multi-Relational Characterization of Dynamic Social Network Communities.
Proceedings of the Handbook of Social Network Technologies and Applications, 2010

Analyzing the Dynamics of Communication in Online Social Networks.
Proceedings of the Handbook of Social Network Technologies and Applications, 2010

Extraction, characterization and utility of prototypical communication groups in the blogosphere.
ACM Trans. Inf. Syst., 2010

"Birds of a Feather": Does User Homophily Impact Information Diffusion in Social Media?
CoRR, 2010

Adaptive mixed reality stroke rehabilitation: system architecture and evaluation metrics.
Proceedings of the First Annual ACM SIGMM Conference on Multimedia Systems, 2010

How Does the Data Sampling Strategy Impact the Discovery of Information Diffusion in Social Media?
Proceedings of the Fourth International Conference on Weblogs and Social Media, 2010

Power-accuracy tradeoffs in human activity transition detection.
Proceedings of the Design, Automation and Test in Europe, 2010

2009
Special Section on Communities and Media Computing.
IEEE Trans. Multim., 2009

Analyzing communities and their evolutions in dynamic social networks.
ACM Trans. Knowl. Discov. Data, 2009

Extracting community structure through relational hypergraphs.
Proceedings of the 18th International Conference on World Wide Web, 2009

What makes conversations interesting?: themes, participants and consequences of conversations in online social media.
Proceedings of the 18th International Conference on World Wide Web, 2009

A slide-ware application to support discursive presentations.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Information-Gradient Based Decentralized Data Management over RFID Tag Clouds.
Proceedings of the MDM 2009, 2009

MetaFac: community discovery via relational hypergraph factorization.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

JAM: Joint Action Matrix Factorization for Summarizing a Temporal Heterogeneous Social Network.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Making sense of meaning: Leveraging social processes to understand media semantics.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Temporal patterns in social media streams: Theme discovery and evolution using joint analysis of content and context.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Connecting content to community in social media via image content, user tags and user communication.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

A framework to detect and classify activity transitions in low-power applications.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Enabling accessible interfaces to digital library content.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

AURA: Enabling Attribute-Based Spatial Search in RFID Rich Environments.
Proceedings of the 25th International Conference on Data Engineering, 2009

Summarization of large scale social network activity.
Proceedings of the IEEE International Conference on Acoustics, 2009

Social Synchrony: Predicting Mimicry of User Actions in Online Social Media.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2008
Experiential Media Systems.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Detecting splogs via temporal dynamics using self-similarity analysis.
ACM Trans. Web, 2008

A dynamic decision network framework for online media adaptation in stroke rehabilitation.
ACM Trans. Multim. Comput. Commun. Appl., 2008

Event Mining in Multimedia Streams.
Proc. IEEE, 2008

A Generalized Approach to Linear Transform Approximations with Applications to the Discrete Cosine Transform.
EURASIP J. Adv. Signal Process., 2008

Facetnet: a framework for analyzing communities and their evolutions in dynamic networks.
Proceedings of the 17th International Conference on World Wide Web, 2008

Can blog communication dynamics be correlated with stock market activity?
Proceedings of the HYPERTEXT 2008, 2008

Dynamic prediction of communication flow using social context.
Proceedings of the HYPERTEXT 2008, 2008

Summarization of social activity over time: people, actions and concepts in dynamic networks.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Multi-scale characterization of social network dynamics in the blogosphere.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
Modeling user context with applications to media retrieval.
Multim. Syst., 2007

A Framework for Linear Transform Approximation Using Orthogonal Basis Projection.
J. Multim., 2007

Blog Community Discovery and Evolution Based on Mutual Awareness Expansion.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Contextual Prediction of Communication Flow in Social Networks.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Eventory -- An Event Based Media Repository.
Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007

Context Aware Routing of Enterprise User Communications.
Proceedings of the Fifth Annual IEEE International Conference on Pervasive Computing and Communications, 2007

A Computational Estimate of the Physical Effort in Human Poses.
Proceedings of the Advances in Multimedia Modeling, 2007

Contextual wisdom: social relations and correlations for multimedia event annotation.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Information dense summaries for review of patient performance in biofeedback rehabilitation.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Media adaptation framework in biofeedback system for stroke patient rehabilitation.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Modeling personal and social network context for event annotation in images.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2007

Exploiting Personal And Social Network Context For Event Annotation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Splog Detection using Content, Time and Link Structures.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Blog Antenna: Summarization of Personal Blog Temporal Dynamics Based on Self-Similarity Factorization.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Splog Detection Using Self-similarity Analysis on Blog Temporal Dynamics.
Proceedings of the AIRWeb 2007, 2007

2006
Experiential Media Systems.
Proceedings of the Encyclopedia of Multimedia, 2006

Signal processing for the arts: reaching out to new audiences.
IEEE Signal Process. Mag., 2006

Guest Editors' Introduction: Capture, Archival, and Retrieval of Personal Experience.
IEEE Multim., 2006

The Splog Detection Task and A Solution Based on Temporal and Link Properties.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

Summarization and Visualization of Communication Patterns in a Large-Scale Social Network.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Creating serendipitous encounters in a geographically distributed community.
Proceedings of the 1st ACM international workshop on Human-centered multimedia, 2006

The computational extraction of temporal formal structures in the interactive dance work '22'.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

A real-time, multimodal biofeedback system for stroke patient rehabilitation.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

The design of a real-time, multimodal biofeedback system for stroke patient rehabilitation.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Basis Projection for Linear Transform Approximation in Real-Time Applications.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Novel Design of Interactive Multimodal Biofeedback System for Neurorehabilitation.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Modular Design of Media Retrieval Workflows Using ARIA.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

Context-Aware Media Retrieval.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

Estimating the Physical Effort of Human Poses.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005
Estimating Complexity of 2D Shapes.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Media processing workflow design and execution with ARIA.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Interfaces for networked media exploration and collaborative annotation.
Proceedings of the 10th International Conference on Intelligent User Interfaces, 2005

Context-Aware Dynamic Presentation Synthesis for Exploratory Multimodal Environments.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

A Multimodal Complexity Comprehension-Time Framework for Automated Presentation Synthesis.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

A Collaborative Annotation Framework.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

A computationally efficient 3D shape rejection algorithm.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Design of a Generative Model for Soundscape Creation.
Proceedings of the 2005 International Computer Music Conference, 2005

A Visual Annotation Framework Using Common-Sensical and Linguistic Relationships for Semantic Media Retrieval.
Proceedings of the Adaptive Multimedia Retrieval: User, 2005

2004
ARIA: an adaptive and programmable media-flow architecture for interactive arts.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Phrase structure detection in dance.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Communicating everyday experiences.
Proceedings of the 1st ACM Workshop on Story Representation, Mechanism and Context, 2004

Networked multimedia event expsoration.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

2003
Computational models for experiences in the arts, and multimedia.
Proceedings of the 2003 ACM SIGMM Workshop on Experiential Telepresence, 2003

Vidya: an experiential annotation system.
Proceedings of the 2003 ACM SIGMM Workshop on Experiential Telepresence, 2003

2002
Computable scenes and structures in films.
IEEE Trans. Multim., 2002

A utility framework for the automatic generation of audio-visual skims.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

Video skims: taxonomies and an optimal generation framework.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Condensing Computable Scenes Using Visual Complexity And Film Syntax Analysis.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

2000
Determining computable scenes in films and their structures using audio-visual memory models.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

Video Scene Segmentation using Video and Audio Features.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Structural and Semantic Analysis of Video.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Audio scene segmentation using multiple features, models and time scales.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Efficient video sequence retrieval in large repositories.
Proceedings of the Storage and Retrieval for Image and Video Databases VII, 1999

1998
A fully automated content-based video search engine supporting spatiotemporal queries.
IEEE Trans. Circuits Syst. Video Technol., 1998

VideoQ: a fully automated video retrieval system using motion sketches.
Proceedings of the Proceedings Fourth IEEE Workshop on Applications of Computer Vision, 1998

Semantic Visual Templates: Linking Visual Features to Semantics.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
Scale periodicity and its sampling theorem.
IEEE Trans. Signal Process., 1997

VideoQ: An Automated Content Based Video Search System Using Visual Cues.
Proceedings of the Fifth ACM International Conference on Multimedia '97, 1997

Are Textureless Scenes Recoverable?
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997


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