Ahmad Beirami
31 papers · 2017–2025 · 12 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (14) π Conference Polyglot (12) π Academic Marathon (8) π Renaissance Researcher (6)
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Taxonomy Completionist
(47)
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Conference Polyglot
(12)
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Century Club
(31)
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Prolific Year
(6)
ποΈ
Keyword Collector
(97)
π₯
Unstoppable
(6)
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Trend Setter
Conferences
ICLR (7)
ICML (6)
EMNLP (4)
NIPS (3)
AISTATS (2)
COLING (2)
NAACL (2)
ACL (1)
CVPR (1)
EACL (1)
IJCNLP (1)
JMLR (1)
Top co-authors
Keywords
large language model
(4)
dialogue system
(3)
zero-shot learning
(2)
dialog state tracking
(2)
video-grounded dialogue
(2)
transfer learning
(2)
diagnostic dataset
(2)
multi-step reasoning
(2)
reward model
(2)
multimodal learning
(1)
text generation
(1)
batch normalization
(1)
gradient-based optimization
(1)
toxicity detection
(1)
temporal reasoning
(1)
data augmentation
(1)
data poisoning
(1)
multimodal interaction
(1)
prompt learning
(1)
language model alignment
(1)
Papers
InfAlign: Inference-aware language model alignment
ICML 2025
Fundamental Limits of Perfect Concept Erasure
AISTATS 2025
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment
CVPR 2025
Improving Neutral Point-of-View Generation with Data- and Parameter-Efficient RL
EMNLP 2025
Block Verification Accelerates Speculative Decoding
ICLR 2025
Safety Alignment Should be Made More Than Just a Few Tokens Deep
ICLR 2025
Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment
ICLR 2025
Generalization and Robustness of the Tilted Empirical Risk
ICML 2025
Theoretical guarantees on the best-of-n alignment policy
ICML 2025
Controlled Decoding from Language Models
ICML 2024
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment
EMNLP 2024
FRAPPΓ: A Group Fairness Framework for Post-Processing Everything
ICML 2024
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests
ICLR 2024
Improving Robustness via Tilted Exponential Layer: A Communication-Theoretic Perspective
AISTATS 2024
Gradient-Based Language Model Red Teaming
EACL 2024
On Tilted Losses in Machine Learning: Theory and Applications
JMLR 2023
Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts
NIPS 2023
SpecTr: Fast Speculative Decoding via Optimal Transport
NIPS 2023
Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting
EMNLP 2023
Robust Conversational Agents against Imperceptible Toxicity Triggers
NAACL 2022
Database Search Results Disambiguation for Task-Oriented Dialog Systems
NAACL 2022
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics
EMNLP 2022
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
IJCNLP 2021
Tilted Empirical Risk Minimization
ICLR 2021
Ditto: Fair and Robust Federated Learning Through Personalization
ICML 2021
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
ACL 2021
RΓ©nyi Fair Inference
ICLR 2020
Situated and Interactive Multimodal Conversations
COLING 2020
Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming
COLING 2020
Fair Resource Allocation in Federated Learning
ICLR 2020
On Optimal Generalizability in Parametric Learning
NIPS 2017