| Ngo G, Trong DP, Nguyen D, Gupta S and Venkatesh S (2026), "Adaptive Acquisition Selection for Bayesian Optimization with Large Language Models", In International Conference on Learning Representations (ICLR 2026). , pp. 1-23. |
BibTeX:
@inproceedings{giang2026iclradaptive,
author = {Giang Ngo and Dat Phan Trong and Dang Nguyen and Sunil Gupta and Svetha Venkatesh},
title = {Adaptive Acquisition Selection for Bayesian Optimization with Large Language Models},
booktitle = {International Conference on Learning Representations (ICLR 2026)},
year = {2026},
pages = {1--23},
note = {(A* conference)},
url = {https://openreview.net/forum?id=EPKmSgXvRe}
}
|
| Nguyen D, Nguyen TAH, Le TD, Venkatesh S, Le T and Gupta S (2026), "Causal-aware Anomaly Detection for Tabular Data", In International Conference on Machine Learning (ICML). , pp. (Accepted on 01/05/2026).
[BibTeX] |
BibTeX:
@inproceedings{dangnguyen2026icml,
author = {Nguyen, Dang and Nguyen, Tu Anh Hoang and Le, Thuc Duy and Venkatesh, Svetha and Le, Trung and Gupta, Sunil},
title = {Causal-aware Anomaly Detection for Tabular Data},
booktitle = {International Conference on Machine Learning (ICML)},
year = {2026},
pages = {(Accepted on 01/05/2026)},
note = {(A* conference)}
}
|
| Liu X, Zheng W, Hoon L, Gupta S, Venkatesh S, Christensen H, Newby J and Whitton A (2026), "Predictors of depression outcomes among university students following brief smartphone-based interventions", npj Mental Health Research. Vol. 5(1), pp. 25.
[BibTeX] |
BibTeX:
@article{liu2026predictors,
author = {Liu, Xuanchen and Zheng, WuYi and Hoon, Leonard and Gupta, Sunil and Venkatesh, Svetha and Christensen, Helen and Newby, Jill and Whitton, Alexis},
title = {Predictors of depression outcomes among university students following brief smartphone-based interventions},
journal = {npj Mental Health Research},
year = {2026},
volume = {5},
number = {1},
pages = {25},
note = {(Q1 journal)}
}
|
| Wang Y, Nguyen TM, Berk J, Rana S, Kiziltas A, Blanchard P, Venkatesh S and Walsh TR (2026), "Molecular design rules for wettability minimisation on grafted cellulose surfaces through human-machine teaming optimisation", Journal of Colloid and Interface Science. Vol. 724, pp. 141078.
[BibTeX] |
BibTeX:
@article{WANG2026141078,
author = {Yuxiang Wang and Tri Minh Nguyen and Julian Berk and Santu Rana and Alper Kiziltas and Patrick Blanchard and Svetha Venkatesh and Tiffany R. Walsh},
title = {Molecular design rules for wettability minimisation on grafted cellulose surfaces through human-machine teaming optimisation},
journal = {Journal of Colloid and Interface Science},
year = {2026},
volume = {724},
pages = {141078},
note = {(Q1 journal)}
}
|
| Tien Anh N, Khanh-Binh N, Van Dai D, Svetha V and Hung L (2026), "Creative Generation via Multi-Agent Debate: Does Debate Suppress Diversity?", In Conference on Empirical Methods in Natural Language Processing (EMNLP).
[BibTeX] |
BibTeX:
@inproceedings{anh2026@Creative,
author = {Tien Anh, Nguyen and Khanh-Binh, Nguyen and Van Dai, Do and Svetha, Venkatesh and Hung, Le},
title = {Creative Generation via Multi-Agent Debate: Does Debate Suppress Diversity?},
booktitle = {Conference on Empirical Methods in Natural Language Processing (EMNLP)},
year = {2026},
note = {(A* conference)}
}
|
| Hung L and Svetha V (2026), "Continual Fine-Tuning of Large Language Models via Program Memory", In Conference on Empirical Methods in Natural Language Processing (EMNLP).
[BibTeX] |
BibTeX:
@inproceedings{hung2026@Continual,
author = {Hung, Le and Svetha, Venkatesh},
title = {Continual Fine-Tuning of Large Language Models via Program Memory},
booktitle = {Conference on Empirical Methods in Natural Language Processing (EMNLP)},
year = {2026},
note = {(A* conference)}
}
|