Branislav Kveton

21 papers at tracked venues · 14 at CORE A* · active 2024–2026

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Venues

ICML ×3 NeurIPS ×3 AAAI ×2 ACL ×2 ICLR ×2 WSDM ×2 AISTATS ×1 EACL ×1 ECAI ×1 EMNLP ×1 ICCV ×1 IUI ×1 SIGIR ×1

Frequent coauthors

Tong Yu

×5

Ryan Rossi

×5

Franck Dernoncourt

×4

Yu Xia

×4

Subhojyoti Mukherjee

×4

Junda Wu

×4

Ruiyi Zhang

×4

Sungchul Kim

×4

Seunghyun Yoon

×4

Yu Wang

×3

Hongjie Chen

×3

Puneet Mathur

×3

Papers

A Survey on LLM-based Conversational User Simulation
EACL 2026 ·
Bo Ni
,
Yu Wang
,
Leyao Wang
, Branislav Kveton,
Franck Dernoncourt
,
Yu Xia
,
Hongjie Chen
,
Reuben Luera
,
Samyadeep Basu
,
Subhojyoti Mukherjee
,
Puneet Mathur
,
Nesreen K. Ahmed
,
Junda Wu
,
Li Li
,
Huixin Zhang
,
Ruiyi Zhang
,
Tong Yu
,
Sungchul Kim
,
Jiuxiang Gu
,
Zhengzhong Tu
,
Alexa F. Siu
,
Zichao Wang
,
Seunghyun Yoon
,
Nedim Lipka
,
Namyong Park
,
Zihao Lin
,
Trung Bui
,
Yue Zhao
,
Tyler Derr
,
Ryan A. Rossi
Riding the Carousel: The First Extensive Eye Tracking Analysis of Browsing Behavior in Carousel Recommenders
IUI 2026 ·
Santiago de Leon-Martinez
,
Róbert Móro
, Branislav Kveton,
Mária Bieliková
Comparing Few to Rank Many: Active Human Preference Learning Using Randomized Frank-Wolfe Method
ICML 2025 ·
Kiran Koshy Thekumparampil
,
Gaurush Hiranandani
,
Kousha Kalantari
,
Shoham Sabach
, Branislav Kveton
Cross-Validated Off-Policy Evaluation
AAAI 2025 ·
Matej Cief
, Branislav Kveton,
Michal Kompan
FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain
ICML 2025 ·
Rohan Deb
,
Kiran Koshy Thekumparampil
,
Kousha Kalantari
,
Gaurush Hiranandani
,
Shoham Sabach
, Branislav Kveton
From Selection to Generation: A Survey of LLM-based Active Learning
ACL 2025 ·
Yu Xia
,
Subhojyoti Mukherjee
,
Zhouhang Xie
,
Junda Wu
,
Xintong Li
,
Ryan Aponte
,
Hanjia Lyu
,
Joe Barrow
,
Hongjie Chen
,
Franck Dernoncourt
, Branislav Kveton,
Tong Yu
,
Ruiyi Zhang
,
Jiuxiang Gu
,
Nesreen K. Ahmed
,
Yu Wang
,
Xiang Chen
,
Hanieh Deilamsalehy
,
Sungchul Kim
,
Zhengmian Hu
,
Yue Zhao
,
Nedim Lipka
,
Seunghyun Yoon
,
Ting-Hao 'Kenneth' Huang
,
Zichao Wang
,
Puneet Mathur
,
Soumyabrata Pal
,
Koyel Mukherjee
,
Zhehao Zhang
,
Namyong Park
,
Thien Huu Nguyen
,
Jiebo Luo
,
Ryan A. Rossi
,
Julian J. McAuley
GUI Agents: A Survey
ACL 2025 ·
Dang Nguyen
,
Jian Chen
,
Yu Wang
,
Gang Wu
,
Namyong Park
,
Zhengmian Hu
,
Hanjia Lyu
,
Junda Wu
,
Ryan Aponte
,
Yu Xia
,
Xintong Li
,
Jing Shi
,
Hongjie Chen
,
Viet Dac Lai
,
Zhouhang Xie
,
Sungchul Kim
,
Ruiyi Zhang
,
Tong Yu
,
Md. Mehrab Tanjim
,
Nesreen K. Ahmed
,
Puneet Mathur
,
Seunghyun Yoon
,
Lina Yao
, Branislav Kveton,
Jihyung Kil
,
Thien Huu Nguyen
,
Trung Bui
,
Tianyi Zhou
,
Ryan A. Rossi
,
Franck Dernoncourt
LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles
EMNLP 2025 ·
Ho Yin Sam Ng
,
Edward Hsu
,
Aashish Anantha Ramakrishnan
, Branislav Kveton,
Nedim Lipka
,
Franck Dernoncourt
,
Dongwon Lee
,
Tong Yu
,
Sungchul Kim
,
Ryan A. Rossi
,
Ting-Hao 'Kenneth' Huang
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation
ICCV 2025 ·
Shijie Zhou
,
Ruiyi Zhang
,
Huaisheng Zhu
, Branislav Kveton,
Yufan Zhou
,
Jiuxiang Gu
,
Jian Chen
,
Changyou Chen
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models
ICLR 2025 ·
Junda Wu
,
Xintong Li
,
Ruoyu Wang
,
Yu Xia
,
Yuxin Xiong
,
Jianing Wang
,
Tong Yu
,
Xiang Chen
, Branislav Kveton,
Lina Yao
,
Jingbo Shang
,
Julian J. McAuley
Offline RL by Reward-Weighted Fine-Tuning for Conversation Optimization
NeurIPS 2025 ·
Subhojyoti Mukherjee
,
Viet Dac Lai
,
Raghavendra Addanki
,
Ryan Rossi
,
Seunghyun Yoon
,
Trung Bui
,
Anup B. Rao
,
Jayakumar Subramanian
, Branislav Kveton
RecGaze: The First Eye Tracking and User Interaction Dataset for Carousel Interfaces
SIGIR 2025 ·
Santiago de Leon-Martinez
,
Jingwei Kang
,
Róbert Móro
,
Maarten de Rijke
, Branislav Kveton,
Harrie Oosterhuis
,
Mária Bieliková
Selective Uncertainty Propagation in Offline RL
AAAI 2025 ·
Sanath Kumar Krishnamurthy
,
Tanmay Gangwani
,
Sumeet Katariya
, Branislav Kveton,
Shrey Modi
,
Anshuka Rangi
Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs
WSDM 2024 ·
Behnam Rahdari
,
Hao Ding
,
Ziwei Fan
,
Yifei Ma
,
Zhuotong Chen
,
Anoop Deoras
, Branislav Kveton
MADA: Meta-Adaptive Optimizers Through Hyper-Gradient Descent
ICML 2024 ·
Kaan Ozkara
,
Can Karakus
,
Parameswaran Raman
,
Mingyi Hong
,
Shoham Sabach
, Branislav Kveton,
Volkan Cevher
Online Posterior Sampling with a Diffusion Prior
NeurIPS 2024 · Branislav Kveton,
Boris Oreshkin
,
Youngsuk Park
,
Aniket Deshmukh
,
Rui Song
Only Pay for What Is Uncertain: Variance-Adaptive Thompson Sampling
ICLR 2024 ·
Aadirupa Saha
, Branislav Kveton
Optimal Design for Human Preference Elicitation
NeurIPS 2024 ·
Subhojyoti Mukherjee
,
Anusha Lalitha
,
Kousha Kalantari
,
Aniket Deshmukh
,
Ge Liu
,
Yifei Ma
, Branislav Kveton
Pessimistic Off-Policy Multi-Objective Optimization
AISTATS 2024 ·
Shima Alizadeh
,
Aniruddha Bhargava
,
Karthick Gopalswamy
,
Lalit Jain
, Branislav Kveton,
Ge Liu
Pessimistic Off-Policy Optimization for Learning to Rank
ECAI 2024 ·
Matej Cief
, Branislav Kveton,
Michal Kompan
Pre-trained Recommender Systems: A Causal Debiasing Perspective
WSDM 2024 ·
Ziqian Lin
,
Hao Ding
,
Trong Nghia Hoang
, Branislav Kveton,
Anoop Deoras
,
Hao Wang