ICLR 2025PastSafety & alignment
ICLR 2025 Workshop on Bidirectional Human-AI Alignment
ICLR 2025 Bi-Align Workshop
- Submission deadline
- Feb 16, 2025, 11:59 UTCimported from OpenReview — check the website for extensions
- Submission portal
- OpenReview
- Notes
- Topics were auto-suggested and may be imprecise — edits welcome.
Accepted papers (71)
Fetched from OpenReview (v2) on 2026-06-10.
A Benchmark for Scalable Oversight Mechanisms
A Pilot Study of Weak-to-Strong Generalization in Safety, Toxicity, and Legal Reasoning
A Roadmap for Human-Agent Moral Alignment: Integrating Pre-defined Intrinsic Rewards and Learned Reward Models
A Sociotechnical Perspective on Aligning AI with Pluralistic Human Values
Active Human Feedback Collection via Neural Contextual Dueling Bandits
Addressing and Visualizing Misalignments in Human Task-Solving Trajectories
AI Systematically Rewires the Flow of Ideas
AI-enhanced semantic feature norms for 786 concepts
Aligning LLMs with Domain Invariant Reward Models
Augmenting Image Annotation: A Human–LMM Collaborative Framework for Efficient Object Selection and Label Generation
Beyond Bradley-Terry Models: A General Preference Model for Language Model Alignment
Bidirectional Alignment for Inclusive Narrative Generation
Broaden your SCOPE! Efficient Conversation Planning for LLMs using Semantic Space
Can RLHF be More Efficient with Imperfect Reward Models? A Policy Coverage Perspective
Cooperative Agency-Centered LLMs
CoPL: Collaborative Preference Learning for Personalizing LLMs
CTRL-Rec: Controlling Recommender Systems With Natural Language
Data-adaptive Safety Rules for Training Reward Models
Decision Preference Alignment for Large-Scale Agents Based on Reward Model Generation
Drift: Efficient Implicit Personalization of Large Language Models
Envision Human-AI Perceptual Alignment from a Multimodal Interaction Perspective
Exploring Persona-dependent LLM Alignment for the Moral Machine Experiment
From Intuition to Understanding: Using AI Peers to Overcome Physics Misconceptions
Human Alignment: How Much We Adapt to LLMs?
Inference-time Alignment in Continuous Space
InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models with Human Feedback
Learning From Diverse Experts: Behavior Alignment Through Multi-Objective Inverse Reinforcement Learning
Mitigating Societal Cognitive Overload in the Age of AI: Challenges and Directions
Monitoring LLM Agents for Sequentially Contextual Harm
Moral Alignment for LLM Agents
Multi-Objective Probabilistic Preference Learning with Soft and Hard Bounds
Negotiative Alignment: An interactive approach to human-AI co-adaptation for clinical applications
Observability of Latent States in Generative AI Models
Online Learning with Ranking Feedback and An Application to Equilibrium Computation
Order Independence With Finetuning
Outlier-Aware Preference Optimization for Large Language Models
PARSE-Ego4D: Toward Bidirectionally Aligned Action Recommendations for Egocentric Videos
Patterns and Mechanisms of Contrastive Activation Engineering
PILAF: Optimal Human Preference Sampling for Reward Modeling
Policy Prototyping for LLMs: Pluralistic Alignment via Interactive and Collaborative Policymaking
Position: Interpretability is a Bidirectional Communication Problem
PREFERENCE OPTIMIZATION FOR CONCEPT BOTTLENECK MODELS
Preference-Based Alignment of Discrete Diffusion Models
Probing Mechanical Reasoning in Large Vision Language Models
Processing, Priming, Probing: Human Interventions for Explainability Alignment
Representational Alignment Supports Effective Teaching
Representational Difference Clustering
Rethinking AI Cultural Alignment
Rethinking Anti-Misinformation AI
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
Scalably Solving Assistance Games
Shared Similarity Between Humans and Chatbots: Exploring Human Willingness to Seek Social Support From Chatbots
Societal Alignment Frameworks Can Improve LLM Alignment
Societal Impacts Research Requires Benchmarks for Creative Composition Tasks
Superalignment with Dynamic Human Values
SWEPO: Simultaneous Weighted Preference Optimization for Group Contrastive Alignment
Sycophancy Claims about Language Models: The Missing Human-in-the-Loop
Symmetry-Breaking Augmentations for Ad Hoc Teamwork
The Alignment Trilemma: A Theoretical Perspective on Recursive Misalignment and Human-AI Adaptation Dynamics
The Human Visual System Can Inspire New Interaction Paradigms for LLMs
The Lock-in Hypothesis: Stagnation by Algorithm
Towards LVLM-Aided Alignment of Task-Specific Vision Models
TraCeS: Trajectory Based Credit Assignment From Sparse Safety Feedback
TRIG-Bench: A Benchmark for Text-Rich Image Grounding
Trustworthy AI Must Account for Intersectionality
Understanding (Un)Reliability of Steering Vectors in Language Models
Value Alignment in the Global South: A Multidimensional Approach to Norm Elicitation in Indian Contexts
ValueMap: Mapping Crowdsourced Human Values to Computational Scores for Bi-directional Alignment
Vision Language Models Know Law of Conservation without Understanding More-or-Less
Vision Language Models See What You Want but not What You See
We Shape AI, and Thereafter AI Shape Us: Humans Align with AI through Social Influences