publications

2026

1. ICML 2026

   LakeQA: An Exploratory QA Benchmark over a Million-Scale Data Lake

   Haonan Wang, Jiaxiang Liu, Yurong Liu, Austin Senna Wijaya, Tianle Zhou, Eden Wu, Yijia Chen, Wanting You, Reya Vir, Daniela Pinto, Grace Fan, Yusen Zhang, Juliana Freire, and Eugene Wu

   arXiv Bib HTML PDF

   @inproceedings{wang2026lakeqa,
     title = {{LakeQA}: An Exploratory {QA} Benchmark over a Million-Scale Data Lake},
     author = {Wang, Haonan and Liu, Jiaxiang and Liu, Yurong and Wijaya, Austin Senna and Zhou, Tianle and Wu, Eden and Chen, Yijia and You, Wanting and Vir, Reya and Pinto, Daniela and Fan, Grace and Zhang, Yusen and Freire, Juliana and Wu, Eugene},
     booktitle = {International Conference on Machine Learning},
     year = {2026},
     month = jun,
     archiveprefix = {arXiv},
     primaryclass = {cs.CL},
     note = {ICML 2026},
   }

2. VLDB DASHSys26

   SANA: What Matters for QA Agents over Massive Data Lakes?

   Austin Senna Wijaya, Jiaxiang Liu, Haonan Wang, and Eugene Wu

   arXiv Bib HTML PDF

   @article{wijaya2026sana,
     title = {{SANA}: What Matters for {QA} Agents over Massive Data Lakes?},
     author = {Wijaya, Austin Senna and Liu, Jiaxiang and Wang, Haonan and Wu, Eugene},
     journal = {arXiv preprint arXiv:2606.13904},
     year = {2026},
     archiveprefix = {arXiv},
     note = {VLDB DASHSys26},
   }

3. MLCB 2026

   MINA: linear probes reveal coding-sequence family signal in frozen DNA encoders

   Austin Senna Wijaya and Hayden Leung

   DOI Bib HTML PDF Code

   @article{wijaya2026mina,
     title = {{MINA}: linear probes reveal coding-sequence family signal in frozen {DNA} encoders},
     author = {Wijaya, Austin Senna and Leung, Hayden},
     journal = {Proceedings of Machine Learning Research (PMLR)},
     year = {2026},
     month = may,
     doi = {10.64898/2026.05.25.727711},
     note = {PMLR MLCB 2026},
   }

4. NeurIPS 2026

   under review

   Targeted Embeddings: An Interpretable Framework for Neural Speech Encoding with Large Audio-Language Models

   Linyang He, Ciro D. Randazzo, Austin Senna Wijaya, Gabriel Diaz, Yunyan Ouyang, Jingting Zhang, Jonathan Brennan, and Nima Mesgarani
5. NeurIPS 2026

   under review

   Be CARE-ful with Text-to-SQL Benchmarks

   Haonan Wang, Jiaxiang Liu, Elaine Ang, Tiancheng Ge, Wanting You, Austin Senna Wijaya, Reya Vir, Tianle Zhou, Mihir Agarwal, Yusen Zhang, and Eugene Wu