Balasubramaniam Srinivasan

23 papers A* 8A 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 — conf
BayesFlow: A Probability Inference Framework for Meta-Agent Assisted Workflow Generation.
EACL (Findings)
Bo Yuan, Yun Zhou, Zhichao Xu, Kiran Ramnath, Aosong Feng, Balasubramaniam Srinivasan
2026 J jnl
BayesFlow: A Probability Inference Framework for Meta-Agent Assisted Workflow Generation.
CoRR
Bo Yuan, Yun Zhou, Zhichao Xu, Kiran Ramnath, Aosong Feng, Balasubramaniam Srinivasan
2026 — conf
Diffusion Language Model Inference with Monte Carlo Tree Search.
EACL (Findings)
Zheng Huang, Kiran Ramnath, Yueyan Chen, Aosong Feng, Sangmin Woo, Balasubramaniam Srinivasan, Zhichao Xu, Kang Zhou, Shuai Wang, Haibo Ding, Lin Lee Cheong
2025 A* conf
A Systematic Survey of Automatic Prompt Optimization Techniques.
EMNLP
Kiran Ramnath, Kang Zhou, Sheng Guan, Soumya Smruti Mishra, Xuan Qi, Zhengyuan Shen, Shuai Wang, Sangmin Woo, Sullam Jeoung, Yawei Wang, Haozhu Wang, Han Ding, Yuzhe Lu, Zhichao Xu, Yun Zhou, Balasubramaniam Srinivasan, Qiaojing Yan, Yueyan Chen, Haibo Ding, Panpan Xu, Lin Lee Cheong
2025 J jnl
A Systematic Survey of Automatic Prompt Optimization Techniques.
CoRR
Kiran Ramnath, Kang Zhou, Sheng Guan, Soumya Smruti Mishra, Xuan Qi, Zhengyuan Shen, Shuai Wang, Sangmin Woo, Sullam Jeoung, Yawei Wang, Haozhu Wang, Han Ding, Yuzhe Lu, Zhichao Xu, Yun Zhou, Balasubramaniam Srinivasan, Qiaojing Yan, Yueyan Chen, Haibo Ding, Panpan Xu, Lin Lee Cheong
2025 J jnl
Diffusion Language Model Inference with Monte Carlo Tree Search.
CoRR
Zheng Huang, Kiran Ramnath, Yueyan Chen, Aosong Feng, Sangmin Woo, Balasubramaniam Srinivasan, Zhichao Xu, Kang Zhou, Shuai Wang, Haibo Ding, Lin Lee Cheong
2025 — conf
DiscoverGPT: Multi-task Fine-tuning Large Language Model for Related Table Discovery.
NAACL (Findings)
Xuming Hu, Xiao Qin, Chuan Lei, Asterios Katsifodimos, Zhengyuan Shen, Balasubramaniam Srinivasan, Huzefa Rangwala
2025 — conf
IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs.
EMNLP (Industry Track)
Aosong Feng, Balasubramaniam Srinivasan, Yun Zhou, Zhichao Xu, Kang Zhou, Sheng Guan, Yueyan Chen, Xian Wu, Ninad Kulkarni, Yi Zhang, Zhengyuan Shen, Dmitriy Bespalov, Soumya Smruti Mishra, Yifei Teng, Darren Yow-Bang Wang, Haibo Ding, Lin Lee Cheong
2024 A* conf
BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs.
ICLR
Zifeng Wang, Zichen Wang, Balasubramaniam Srinivasan, Vassilis N. Ioannidis, Huzefa Rangwala, Rishita Anubhai
2024 A* conf
CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage.
EMNLP
Costas Mavromatis, Balasubramaniam Srinivasan, Zhengyuan Shen, Jiani Zhang, Huzefa Rangwala, Christos Faloutsos, George Karypis
2024 A* conf
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space.
ICLR
Hengrui Zhang, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Xiao Qin, Christos Faloutsos, Huzefa Rangwala, George Karypis
2024 A* conf
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners.
ICLR
Kezhi Kong, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Chuan Lei, Christos Faloutsos, Huzefa Rangwala, George Karypis
2024 J jnl
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners.
CoRR
Kezhi Kong, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Chuan Lei, Christos Faloutsos, Huzefa Rangwala, George Karypis
2023 J jnl
HYTREL: Hypergraph-enhanced Tabular Data Representation Learning.
CoRR
Pei Chen, Soumajyoti Sarkar, Leonard Lausen, Balasubramaniam Srinivasan, Sheng Zha, Ruihong Huang, George Karypis
2023 A* conf
HyTrel: Hypergraph-enhanced Tabular Data Representation Learning.
NeurIPS
Pei Chen, Soumajyoti Sarkar, Leonard Lausen, Balasubramaniam Srinivasan, Sheng Zha, Ruihong Huang, George Karypis
2023 J jnl
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space.
CoRR
Hengrui Zhang, Jiani Zhang, Balasubramaniam Srinivasan, Zhengyuan Shen, Xiao Qin, Christos Faloutsos, Huzefa Rangwala, George Karypis
2023 A* conf
NameGuess: Column Name Expansion for Tabular Data.
EMNLP
Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Shen Wang, Huzefa Rangwala, George Karypis
2023 J jnl
NameGuess: Column Name Expansion for Tabular Data.
CoRR
Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Shen Wang, Huzefa Rangwala, George Karypis
2023 J jnl
Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection.
CoRR
Costas Mavromatis, Balasubramaniam Srinivasan, Zhengyuan Shen, Jiani Zhang, Huzefa Rangwala, Christos Faloutsos, George Karypis
2022 A* conf
Equivariant Subgraph Aggregation Networks.
ICLR
Beatrice Bevilacqua, Fabrizio Frasca, Derek Lim, Balasubramaniam Srinivasan, Chen Cai, Gopinath Balamurugan, Michael M. Bronstein, Haggai Maron
2021 J jnl
Equivariant Subgraph Aggregation Networks.
CoRR
Beatrice Bevilacqua, Fabrizio Frasca, Derek Lim, Balasubramaniam Srinivasan, Chen Cai, Gopinath Balamurugan, Michael M. Bronstein, Haggai Maron
2021 A conf
Learning over Families of Sets - Hypergraph Representation Learning for Higher Order Tasks.
SDM
Balasubramaniam Srinivasan, Da Zheng, George Karypis
2021 J jnl
Learning over Families of Sets - Hypergraph Representation Learning for Higher Order Tasks.
CoRR
Balasubramaniam Srinivasan, Da Zheng, George Karypis