OmniAgent (ICML 2026): the first native omni-modal agent for active video perception — a 7B agent that beats Qwen2.5-VL-72B with 73% fewer frames on LVBench.
GENEB: ICML 2026 benchmark for genomic foundation models across 100 tasks and 13 functional categories.
[ICML 2026] Official PyTorch implementation of From Observations to States: Latent Time Series Forecasting
[ICML 2026] Smaller Models are Natural Explorers for Policy-Level Diversity in GRPO
Source code for the ICML 2026 paper "Rethinking Contrastive Learning in Graph Collaborative Filtering: Limitations and A Simple Remedy"
[ICML 2026] Activation with Intrinsic-Extrinsic Consensus
[ICML 2026] FiSeR: Fine-Grained Source Representations for Cross-Domain AI Image Detection
CoopEval: Benchmarking Cooperation-Sustaining Mechanisms and LLM Agents in Social Dilemmas
[ICML 2026] Learning General Causal Structures with Hidden Dynamic Process for Climate Analysis
Official repository for the ICML 2026 paper “Learning to Emulate Chaos: Adversarial Optimal Transport Regularization.”
Reproducibility minimal release — Moral Orientation and Calibration (ICML 2026 Pluralistic Alignment Workshop)
Inference-time LLM structured pruning via probe-based representation-parameter coupling (ICML 2026)
(ICML 2026) ALSO: Adversarial Online Strategy Optimization for Social Agents — first online, adversarial-bandit framework for strategy optimization in non-stationary multi-agent social simulation.
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