2023
F3: Fair and Federated Face Attribute Classification with Heterogeneous Data Conference Forthcoming
The 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) , Forthcoming.
Features Normalization and Standardization (FNS) – An Unsupervised approach for detecting Adversarial attacks for Medical Images Conference Forthcoming
15th International Conference on Agents and Artificial Intelligence (ICAART), Forthcoming.
Combinatorial Civic Crowdfunding with Budgeted Agents: Welfare Optimality at Equilibrium and Optimal Deviation Conference
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023.
Combinatorial Civic Crowdfunding with Budgeted Agents: Welfare Optimality at Equilibrium and Optimal Deviation Proceedings Article
In: Williams, Brian; Chen, Yiling; Neville, Jennifer (Ed.): Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, pp. 5582–5590, AAAI Press, 2023.
A Novel Demand Response Model and Method for Peak Reduction in Smart Grids – PowerTAC Proceedings Article
In: Agmon, Noa; An, Bo; Ricci, Alessandro; Yeoh, William (Ed.): Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29 May 2023 – 2 June 2023, pp. 2520–2522, ACM, 2023.
Your Favorite Gameplay Speaks Volumes About You: Predicting User Behavior and Hexad Type Proceedings Article
In: Fang, Xiaowen (Ed.): HCI in Games – 5th International Conference, HCI-Games 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23-28, 2023, Proceedings, Part II, pp. 210–228, Springer, 2023.
QuickSync: A Quickly Synchronizing PoS-Based Blockchain Protocol Proceedings Article
In: IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2023, Dubai, United Arab Emirates, May 1-5, 2023, pp. 1–2, IEEE, 2023.
A Novel Demand Response Model and Method for Peak Reduction in Smart Grids – PowerTAC Proceedings Article
In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, pp. 3497–3504, ijcai.org, 2023.
F3: Fair and Federated Face Attribute Classification with Heterogeneous Data Proceedings Article
In: Kashima, Hisashi; Idé, Tsuyoshi; Peng, Wen-Chih (Ed.): Advances in Knowledge Discovery and Data Mining – 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 25-28, 2023, Proceedings, Part I, pp. 483–494, Springer, 2023.
Coordinating Monetary Contributions in Participatory Budgeting Proceedings Article
In: Deligkas, Argyrios; Filos-Ratsikas, Aris (Ed.): Algorithmic Game Theory – 16th International Symposium, SAGT 2023, Egham, UK, September 4-7, 2023, Proceedings, pp. 142–160, Springer, 2023.
AVeCQ: Anonymous Verifiable Crowdsourcing with Worker Qualities Journal Article
In: CoRR, vol. abs/2302.03941, 2023.
Your Favorite Gameplay Speaks Volumes about You: Predicting User Behavior and Hexad Type Journal Article
In: CoRR, vol. abs/2302.05623, 2023.
PRAGTHOS: Practical Game Theoretically Secure Proof-of-Work Blockchain Journal Article
In: CoRR, vol. abs/2302.06136, 2023.
A Novel Demand Response Model and Method for Peak Reduction in Smart Grids – PowerTAC Journal Article
In: CoRR, vol. abs/2302.12520, 2023.
Exploring User Perspectives on ChatGPT: Applications, Perceptions, and Implications for AI-Integrated Education Journal Article
In: CoRR, vol. abs/2305.13114, 2023.
Fair Allocation of goods and chores – Tutorial and Survey of Recent Results Journal Article
In: CoRR, vol. abs/2307.10985, 2023.
Features Normalisation and Standardisation (FNS): An Unsupervised Approach for Detecting Adversarial Attacks for Medical Images Proceedings Article
In: Rocha, Ana Paula; Steels, Luc; Herik, H. Jaap (Ed.): Proceedings of the 15th International Conference on Agents and Artificial Intelligence, ICAART 2023, Volume 3, Lisbon, Portugal, February 22-24, 2023, pp. 140–145, SCITEPRESS, 2023.
Delaytron: Efficient Learning of Multiclass Classifiers with Delayed Bandit Feedbacks Proceedings Article
In: International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023, pp. 1–10, IEEE, 2023.
CDAN: Cost Dependent Deep Abstention Network Proceedings Article
In: Liu, Fenrong; Sadanandan, Arun Anand; Pham, Duc Nghia; Mursanto, Petrus; Lukose, Dickson (Ed.): PRICAI 2023: Trends in Artificial Intelligence – 20th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2023, Jakarta, Indonesia, November 15-19, 2023, Proceedings, Part II, pp. 53–65, Springer, 2023.
RPL-SVM: Making SVM Robust Against Missing Values and Partial Labels Proceedings Article
In: Liu, Fenrong; Sadanandan, Arun Anand; Pham, Duc Nghia; Mursanto, Petrus; Lukose, Dickson (Ed.): PRICAI 2023: Trends in Artificial Intelligence – 20th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2023, Jakarta, Indonesia, November 15-19, 2023, Proceedings, Part III, pp. 384–395, Springer, 2023.
RoLNiP: Robust Learning Using Noisy Pairwise Comparisons Journal Article
In: CoRR, vol. abs/2303.02341, 2023.
City-Scale Pollution Aware Traffic Routing by Sampling Max Flows Using MCMC Proceedings Article
In: Williams, Brian; Chen, Yiling; Neville, Jennifer (Ed.): Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, pp. 14496–14503, AAAI Press, 2023.
Planning and Learning for Non-markovian Negative Side Effects Using Finite State Controllers Proceedings Article
In: Williams, Brian; Chen, Yiling; Neville, Jennifer (Ed.): Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, pp. 15144–15151, AAAI Press, 2023.
Learning Effective Strategies for Moving Target Defense with Switching Costs Journal Article
In: CoRR, vol. abs/2301.09892, 2023.
City-scale Pollution Aware Traffic Routing by Sampling Max Flows using MCMC Journal Article
In: CoRR, vol. abs/2302.14442, 2023.
JobXMLC: EXtreme Multi-Label Classification of Job Skills with Graph Neural Networks Proceedings Article
In: Vlachos, Andreas; Augenstein, Isabelle (Ed.): Findings of the Association for Computational Linguistics: EACL 2023, Dubrovnik, Croatia, May 2-6, 2023, pp. 2136–2146, Association for Computational Linguistics, 2023.
GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering Proceedings Article
In: Ding, Ying; Tang, Jie; Sequeda, Juan F.; Aroyo, Lora; Castillo, Carlos; Houben, Geert-Jan (Ed.): Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 – 4 May 2023, pp. 1138–1144, ACM, 2023.
GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering Journal Article
In: CoRR, vol. abs/2303.12320, 2023.
Synergizing Contrastive Learning and Optimal Transport for 3D Point Cloud Domain Adaptation Journal Article
In: CoRR, vol. abs/2308.14126, 2023.
2022
RoLNiP: Robust Learning Using Noisy Pairwise Comparisons Conference
Proceedings of 14th Asian Conference on Machine Learning (ACML), 2022.
Differentially Private Federated Combinatorial Bandits with Constraints Conference
In the proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD’22), 2022.
Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems Conference
KDD 2022, 2022.
More Gamification Is Not Always Better: A Case Study of Promotional Gamification in a Question Answering Website Conference
In the proceedings of 25th ACM Conference on Computer Supported Cooperative Work (CSCW’22), 2022.
Individual Fairness in Feature-Based Pricing for Monopoly Markets Conference
In the proceedings of 38th Conference on Uncertainty in Artificial Intelligence (UAI’22), 2022.
An Autonomous Intelligent Broker for Smart-grids Conference
In the proceedings of the 31st International Joint Conference of Artificial Intelligence (IJCAI’22) , 2022.
Journey to the center of the words: Word weighting scheme based on the geometry of word embeddings Conference Forthcoming
34th International Conference on Scientific and Statistical Database Management (SSDBM), Forthcoming.
BLOCKVAC: A Universally Acceptable and Ideal Vaccination System on Blockchain Conference
5th IEEE International Conference on Blockchain, 2022.
ALBIF: Active Learning with BandIt Feedbacks Conference
26th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2022.
Multi-unit Double Auctions: Equilibrium Analysis and Bidding Strategy using DDPG in Smart-grids Conference Forthcoming
Proceedings of International Conference on Autonomous Agents and Multiagent Systems, AAMAS’22, Forthcoming.
REFORM: Reputation Based Fair and Temporal Reward Framework for Crowdsourcing Conference
In the Proceedings of International Conference on Autonomous Agents and Multiagent Systems, AAMAS’22, 2022.
Budgeted Combinatorial Multi-Armed Bandits Conference
In the Proceedings of International Conference on Autonomous Agents and Multiagent Systems, 2022.
Welfare Optimal Combinatorial Civic Crowdfunding with Budgeted Agents Workshop
Games, Agents and Incentives Workshop (GAIW’22)@AAMAS’22, 2022.
Tiramisu: Layering Consensus Protocols for Scalable and Secure Blockchains Conference Forthcoming
IEEE International Conference on Blockchain and Cryptocurrency, Forthcoming.
How Private Is Your RL Policy? An Inverse RL Based Analysis Framework Proceedings Article Forthcoming
In: 36th AAAI Conference on Artificial Intelligence , AAAI, Forthcoming.
Momentum Iterative Gradient Sign Method outperforms PGD Attacks Conference
14th International Conference on Agents and Artificial Intelligence (ICAART), 2022.
Fair Federated Learning for Heterogeneous Data Conference
Young Researchers Symposium, CODS-COMAD’22., 2022.
Dynamic Matching in Campus Placements: The Benefits and Affordability of the Dream Option Journal Article Forthcoming
In: IMB Management Review, Forthcoming.
Toward Mobile Distributed Ledgers Journal Article
In: IEEE Internet Things J., vol. 9, no. 11, pp. 7891–7903, 2022.
More Gamification Is Not Always Better: A Case Study of Promotional Gamification in a Question Answering Website Journal Article
In: Proc. ACM Hum. Comput. Interact., vol. 6, no. CSCW2, pp. 1–32, 2022.
How Private Is Your RL Policy? An Inverse RL Based Analysis Framework Proceedings Article
In: Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 – March 1, 2022, pp. 8009–8016, AAAI Press, 2022.