Chetan Bansal
9 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29)
👥
Mega-Team · Squad
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Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(6)
Natural Language Processing
(6)
Application Areas
(4)
Resources & Methods
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Generation
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Computer Science
(1)
Applications
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
large language model
(4)
reward model
(2)
domain adaptation
(1)
direct preference optimization
(1)
knowledge transfer
(1)
knowledge distillation
(1)
preference optimization
(1)
reward hacking
(1)
instruction following
(1)
synthetic data generation
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
machine learning
(1)
program analysis
(1)
feedback mechanism
(1)
preference alignment
(1)
preference learning
(1)
model fine-tuning
(1)
markov game
(1)
reward modeling
(1)
Papers
SynthAgent: Adapting Web Agents with Synthetic Supervision
ACL 2026
AMPO: Active Multi Preference Optimization for Self-play Preference Selection
ICML 2025
Anyprefer: An Agentic Framework for Preference Data Synthesis
ICLR 2025
CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling
ACL 2025
CREAM: Consistency Regularized Self-Rewarding Language Models
ICLR 2025
Synergistic Weak-Strong Collaboration by Aligning Preferences
ACL 2025
Verifiable Format Control for Large Language Model Generations
NAACL 2025
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
NeurIPS 2024
Rex: Preventing Bugs and Misconfiguration in Large Services Using Correlated Change Analysis
NSDI 2020