Ax Peng Xie, Ke Xue, Yunqi Shi, Ruo-Tong Chen, Chengrui Gao, Siyuan Xu, Chenjian Ding, Mingxuan Yuan, Chao Qian 6/2/2026

FlowPlace: Flow Matching for Chip Placement

FlowPlace: flow matching generative model for chip placement overcoming synthetic data pre-training and sampling time limitations.

Ax Ruo-Tong Chen, Ke Xue, Chengrui Gao, Yunqi Shi, Tian Xu, Peng Xie, Siyuan Xu, Mingxuan Yuan, Chao Qian, Zhi-Hua Zhou 6/2/2026

How Can Reinforcement Learning Achieve Expert-level Placement?

Reinforcement learning approach for chip placement learning from expert layouts to achieve expert-quality physical design.

Ax Akash Bonagiri, Gerard Janno Anderias, Saee Patil, Angelina Lai, Devang Borkar, Gezheng Kang, Ishant Gandhi, Setareh Rafatirad, Houman Homayoun 6/2/2026

STABLEVAL: Disagreement-Aware and Stable Evaluation of AI Systems

STABLEVAL framework for disagreement-aware evaluation of AI systems, modeling latent item correctness and annotator reliability to improve ranking stability.

Ax Tatiana Gaintseva, Andrew Stepanov, Ziquan Liu, Martin Benning, Gregory Slabaugh, Jiankang Deng, Ismail Elezi 6/2/2026

MidSteer: Optimal Affine Framework for Steering Generative Models

Theoretical framework for steering intermediate representations in generative models, formalizing concept steering through affine concept erasure.

Ax Zijun Cui, Xiulong Liu, Hao Fang, Mingwei Xu, Jiageng Liu, Zexin Xu, Weiguo Pian, Shijian Deng, Feiyu Du, Chenming Ge, Yapeng Tian 6/2/2026

Do Joint Audio-Video Generation Models Understand Physics?

AV-Phys Bench: benchmark evaluating physical commonsense understanding in joint audio-video generation models.

Ax Weichen Yu, Xiaomin Li, Yizhou Zhao, Xiaoze Liu, Ruowang Zhang, Haixin Wang, Yinyi Luo, Chen Henry Wu, Gaurav Mittal, Matt Fredrikson, Yu Hu 6/2/2026

Multi-Rollout On-Policy Distillation via Peer Successes and Failures

On-policy distillation approach leveraging peer trajectories to provide denser token-level supervision for LLM reasoning improvement.

LB aeracode.org via carlana 6/1/2026

Constraining LLMs Just Like Users

Guide on constraining LLMs for intent analysis and extraction tasks. Discusses practical applications and limitations of LLM outputs.

HN akshatvasisht 6/1/2026

Show HN: Knotch – a hub-and-spoke voice agent

Knotch is a coordination engine for simultaneous voice channels that uses AI to route messages to relevant participants, designed for teams sharing live audio like kitchen lines or pit crews.