Parminder Bhatia

15 papers at tracked venues · 11 at CORE A* · active 2024–2025

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Venues

ACL ×3 NAACL ×3 NeurIPS ×3 AAAI ×1 CVPR ×1 EMNLP ×1 ICLR ×1 ICML ×1 SIGKDD ×1

Frequent coauthors

Cao Xiao

×13

Taha A. Kass-Hout

×9

Pengcheng Jiang

×4

Jimeng Sun

×4

Jiawei Han

×4

Fenglong Ma

×3

Runxue Bao

×2

Alex James Boyd

×2

Aofei Chang

×2

Jiaqi Wang

×2

Ben Athiwaratkun

×2

Sujan Kumar Gonugondla

×2

Papers

Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector
NeurIPS 2025 ·
Haoyan Yang
,
Runxue Bao
,
Cao (Danica) Xiao
,
Jun Ma
, Parminder Bhatia,
Shangqian Gao
,
Taha A. Kass-Hout
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations
AAAI 2025 ·
Pengcheng Jiang
,
Cao Xiao
,
Tianfan Fu
, Parminder Bhatia,
Taha A. Kass-Hout
,
Jimeng Sun
,
Jiawei Han
Deep Continuous-Time State-Space Models for Marked Event Sequences
NeurIPS 2025 ·
Yuxin Chang
,
Alex Boyd
,
Cao (Danica) Xiao
,
Taha A. Kass-Hout
, Parminder Bhatia,
Padhraic Smyth
,
Andrew Warrington
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs
NAACL 2025 ·
Shuyang Yu
,
Runxue Bao
, Parminder Bhatia,
Taha A. Kass-Hout
,
Jiayu Zhou
,
Cao Xiao
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation
CVPR 2025 ·
Aishik Konwer
,
Zhijian Yang
,
Erhan Bas
,
Cao Xiao
,
Prateek Prasanna
, Parminder Bhatia,
Taha A. Kass-Hout
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
NAACL 2025 ·
Xiyao Wang
,
Jiuhai Chen
,
Zhaoyang Wang
,
Yuhang Zhou
,
Yiyang Zhou
,
Huaxiu Yao
,
Tianyi Zhou
,
Tom Goldstein
, Parminder Bhatia,
Taha A. Kass-Hout
,
Furong Huang
,
Cao Xiao
FlanS: A Foundation Model for Free-Form Language-based Segmentation in Medical Images
SIGKDD 2025 ·
Longchao Da
,
Rui Wang
,
Xiaojian Xu
, Parminder Bhatia,
Taha A. Kass-Hout
,
Hua Wei
,
Cao Xiao
Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning
ACL 2025 ·
Aofei Chang
,
Le Huang
,
Alex James Boyd
, Parminder Bhatia,
Taha A. Kass-Hout
,
Cao Xiao
,
Fenglong Ma
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
ICLR 2025 ·
Pengcheng Jiang
,
Cao Xiao
,
Minhao Jiang
, Parminder Bhatia,
Taha A. Kass-Hout
,
Jimeng Sun
,
Jiawei Han
BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models
EMNLP 2024 ·
Aofei Chang
,
Jiaqi Wang
,
Han Liu
, Parminder Bhatia,
Cao Xiao
,
Ting Wang
,
Fenglong Ma
Bifurcated Attention for Single-Context Large-Batch Sampling
ICML 2024 ·
Ben Athiwaratkun
,
Sujan Kumar Gonugondla
,
Sanjay Krishna Gouda
,
Haifeng Qian
,
Hantian Ding
,
Qing Sun
,
Jun Wang
,
Jiacheng Guo
,
Liangfu Chen
, Parminder Bhatia,
Ramesh Nallapati
,
Sudipta Sengupta
,
Bing Xiang
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
NeurIPS 2024 ·
Pengcheng Jiang
,
Lang Cao
,
Cao (Danica) Xiao
, Parminder Bhatia,
Jimeng Sun
,
Jiawei Han
Token Alignment via Character Matching for Subword Completion
ACL 2024 ·
Ben Athiwaratkun
,
Shiqi Wang
,
Mingyue Shang
,
Yuchen Tian
,
Zijian Wang
,
Sujan Kumar Gonugondla
,
Sanjay Krishna Gouda
,
Robert Kwiatkowski
,
Ramesh Nallapati
, Parminder Bhatia,
Bing Xiang
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale
NAACL 2024 ·
Pengcheng Jiang
,
Cao Xiao
,
Zifeng Wang
, Parminder Bhatia,
Jimeng Sun
,
Jiawei Han
Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources
ACL 2024 ·
Xiaochen Wang
,
Junyu Luo
,
Jiaqi Wang
,
Yuan Zhong
,
Xiaokun Zhang
,
Yaqing Wang
, Parminder Bhatia,
Cao Xiao
,
Fenglong Ma