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Vasudev Lal

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

28

Venues

11

Active years

2021–2026

Best venue rank

A*

Where they publish

Papers

28 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAILieCraft: A Multi-Agent Framework for Evaluating Deceptive Capabilities in Language Models.Matthew Lyle Olson, Neale Ratzlaff, Musashi Hinck, Tri Nguyen, Vasudev Lal, Joseph Campbell, Simon Stepputtis, Shao-Yen Tseng
2026AAAILearning from Reasoning Failures via Synthetic Data Generation.Gabriela Ben Melech Stan, Estelle Aflalo, Avinash Madasu, Vasudev Lal, Phillip Howard
2025CVPRAnalyzing Hierarchical Structure in Vision Models with Sparse Autoencoders.Matthew Lyle Olson, Musashi Hinck, Neale Ratzlaff, Changbai Li, Phillip Howard, Vasudev Lal, Shao-Yen Tseng
2025EMNLPPruning the Paradox: How CLIP's Most Informative Heads Enhance Performance While Amplifying Bias.Avinash Madasu, Vasudev Lal, Phillip Howard
2025EMNLPProbing Semantic Routing in Large Mixture-of-Expert Models.Matthew Lyle Olson, Neale Ratzlaff, Musashi Hinck, Man Luo, Sungduk Yu, Chendi Xue, Vasudev Lal
2025ICCVProbing the Representational Power of Sparse Autoencoders in Vision Models.Matthew L. Olson, Musashi Hinck, Neale Ratzlaff, Changbai Li, Phillip Howard, Vasudev Lal, Shao-Yen Tseng
2025ICCVDebias Your Large Multi-Modal Model at Test-Time via Non-Contrastive Visual Attribute Steering.Neale Ratzlaff, Matthew Lyle Olson, Musashi Hinck, Shao-Yen Tseng, Vasudev Lal, Phillip Howard
2025ICCVBLIP-3: A Family of Open Large Multimodal Models.Le Xue, Manli Shu, Anas Awadalla, Jun Wang, An Yan, Senthil Purushwalkam, Honglu Zhou, Viraj Prabhu, Yutong Dai, Michael S. Ryoo, Shrikant Kendre, Jieyu Zhang, Shao-Yen Tseng, Gustavo A. Lujan-Moreno, Matthew L. Olson, Musashi Hinck, David Cobbley, Vasudev Lal, Can Qin, Shu Zhang, Chia-Chih Chen, Ning Yu, Juntao Tan, Tulika Manoj Awalgaonkar, Shelby Heinecke, Huan Wang, Yejin Choi, Ludwig Schmidt, Zeyuan Chen, Silvio Savarese, Juan Carlos Niebles, Caiming Xiong, Ran Xu
2025ICMLSK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs.Xin Su, Man Luo, Kris W. Pan, Tien Pei Chou, Vasudev Lal, Phillip Howard
2025ICMLA Causal World Model Underlying Next Token Prediction: Exploring GPT in a Controlled Environment.Raanan Yehezkel Rohekar, Yaniv Gurwicz, Sungduk Yu, Estelle Aflalo, Vasudev Lal
2025NAACLLVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression.Souvik Kundu, Anahita Bhiwandiwalla, Sungduk Yu, Phillip Howard, Tiep Le, Sharath Nittur Sridhar, David Cobbley, Hao Kang, Vasudev Lal
2024CVPRL-MAGIC: Language Model Assisted Generation of Images with Coherence.Zhipeng Cai, Matthias Mueller, Reiner Birkl, Diana Wofk, Shao-Yen Tseng, Junda Cheng, Gabriela Ben Melech Stan, Vasudev Lal, Michael Paulitsch
2024CVPRSocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples.Phillip Howard, Avinash Madasu, Tiep Le, Gustavo A. Lujan-Moreno, Anahita Bhiwandiwalla, Vasudev Lal
2024CVPRICSVR: Investigating Compositional and Syntactic Understanding in Video Retrieval Models.Avinash Madasu, Vasudev Lal
2024EACLNeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image Generation.Shachar Rosenman, Vasudev Lal, Phillip Howard
2024ECCVGetting it Right: Improving Spatial Consistency in Text-to-Image Models.Agneet Chatterjee, Gabriela Ben Melech Stan, Estelle Aflalo, Sayak Paul, Dhruba Ghosh, Tejas Gokhale, Ludwig Schmidt, Hannaneh Hajishirzi, Vasudev Lal, Chitta Baral, Yezhou Yang
2024EMNLPWhy do LLaVA Vision-Language Models Reply to Images in English?Musashi Hinck, Carolin Holtermann, Matthew L. Olson, Florian Schneider, Sungduk Yu, Anahita Bhiwandiwalla, Anne Lauscher, Shao-Yen Tseng, Vasudev Lal
2024NAACLNeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge.Phillip Howard, Junlin Wang, Vasudev Lal, Gadi Singer, Yejin Choi, Swabha Swayamdipta
2023AAAIBridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning.Xiao Xu, Chenfei Wu, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan
2023ACLManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning.Xiao Xu, Bei Li, Chenfei Wu, Shao-Yen Tseng, Anahita Bhiwandiwalla, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan
2023CVPRIs Multimodal Vision Supervision Beneficial to Language?Avinash Madasu, Vasudev Lal
2023ECIRImproving Video Retrieval Using Multilingual Knowledge Transfer.Avinash Madasu, Estelle Aflalo, Gabriela Ben Melech Stan, Shao-Yen Tseng, Gedas Bertasius, Vasudev Lal
2022CIKMCross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs.Phillip Howard, Arden Ma, Vasudev Lal, Ana Paula Simes, Daniel Korat, Oren Pereg, Moshe Wasserblat, Gadi Singer
2022CVPRVL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers.Estelle Aflalo, Meng Du, Shao-Yen Tseng, Yongfei Liu, Chenfei Wu, Nan Duan, Vasudev Lal
2022EMNLPNeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation.Phillip Howard, Gadi Singer, Vasudev Lal, Yejin Choi, Swabha Swayamdipta
2022NAACLKD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation.Yongfei Liu, Chenfei Wu, Shao-Yen Tseng, Vasudev Lal, Xuming He, Nan Duan
2021CIKMFirst Workshop on Knowledge Injection in Neural Networks (KINN).Vasudev Lal, Somak Aditya, Yezhou Yang, Pasquale Minervini, Sandya Mannarswamy
2021EACLInterpreT: An Interactive Visualization Tool for Interpreting Transformers.Vasudev Lal, Arden Ma, Estelle Aflalo, Phillip Howard, Ana Paula Simes, Daniel Korat, Oren Pereg, Gadi Singer, Moshe Wasserblat