Microsoft Research Asia ACE Talk

Raj Reddy

Turing Award Laureate

Talk Title: Fireside Chat with Raj Reddy, Turing Award Winner

Yi Ma

University of Hong Kong

Talk Title: The Past, Present, and Future of Artificial Intelligence: from black-box to white-box, from open-loop to closed-loop

Mark D. Hill

University of Wisconsin-Madison

Talk Title: In Computer Architecture, We Don’t Change the Questions, We Change the Answers

Jason Cong

University of California, Los Angeles

Talk Title: Deep Learning Meets Chip Design: Driving Next-Gen Efficiency and Innovation

Yuhong Zhong

Columbia University

Talk Title: XRP: In-Kernel Storage Functions with eBPF

Neil Gong

Duke University

Talk Title: Big Security Issues of Big Foundation Models

Tao Yu

University of Hong Kong

Talk Title: Building Natural Language Interfaces through Grounding Language Models into Executable

Jieyu Zhao

University of Southern California

Talk Title: Building Accountable NLP Models: on Social Bias Detection and Mitigation

Song Han

Massachusetts Institute of Technology

Talk Title: SmoothQuant and AWQ for LLM quantization.

Diyi Yang

Stanford University

Talk Title: Challenge and Progress towards Socially Responsible NLP

Srijan Kumar

Georgia Tech

Talk Title: The Robustness and Reliability of Large Language and Multimodal Models

Haiyi Zhu

Carnegie Mellon University

Talk Title: Harmonizing Humanity and Technology: Integrating Human Values in AI-Supported Social Systems

Dongkuan Xu

North Carolina State University

Talk Title: Sculpting the Future of Collective Growth in Collaborative AI: Gentopia.AI Meets ReWOO

Yuan-Sen Ding

Australian National University & Ohio State University

Talk Title: From Stars to Syntax: Leveraging Deep Learning and Large Language Models for Astronomical Insights

Hancheng Cao

Stanford University

Talk Title: Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Weixin Liang

Stanford University

Talk Title: Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Bo Li

University of Chicago & University of Illinois at Urbana-Champaign

Talk Title: Assessing Trustworthiness and Risks of Generative Models

William Wang

University of California, Santa Barbara

Talk Title: Principles of Reasoning: Compositional and Collaborative Generative AI Design

Zsolt Kira

Georgia Institute of Technology

Talk Title: Computer Vision in the era of Foundation Models: Progress Made and Open Challenge

Quanquan Gu

University of California, Los Angeles

Talk Title: Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Max Kreminski

Midjourney & Santa Clara University

Talk Title: Creative AI: Lensing the Imagination

Ji Zhang

Carnegie Mellon University

Talk Title: Autonomous Exploration and Navigation, Full Autonomy System, and Beyond

Peng Cui

Tsinghua University

Talk Title: Generalization and Evaluation Perspectives on the Trustworthiness of Artificial Intelligence

Freda Shi

University of Waterloo

Talk Title: Learning Language Structures through Grounding and Beyond

Horald Soh

National University of Singapore

Talk Title: Bridging Physical and Social Intelligence with Generative Embodied AI

Fengli Xu

Tsinghua University

Talk Title: Designing Efficient Reasoning and Automatic Optimization Frameworks for LLM Agents

Beidi Chen

Carnegie Mellon University

Talk Title: MagicPIG & Factor: Rethinking the Efficiency and Capabilities of Long-Context LLMs

Abhishek Gupta

University of Washington

Talk Title: Real-to-Sim-to-Real: A Scalable Technique for Robot Learning from Off-Domain Data

Christina Lee Yu

Cornell University

Talk Title: Causal Inference in the Presence of Network Interference with Low-Order Interactions

Natasha Jaques

University of Washington

Talk Title: Social Reinforcement Learning for pluralistic alignment and human-AI interaction

Christopher Matthew De Sa

Cornell University

Talk Title: Example Selection and Post-Training Quantization

Fei Fang

Carnegie Mellon University

Talk Title: Tackling Societal Challenges with Multi-Agent Systems: Bridging Theory and Practice

Qianxiao Li

National University of Singapore

Talk Title: Learning, approximation and control

Hao Zhang

University of California, San Diego

Talk Title: Fast Video Generation with Attention Tile

Angela Yao

National University of Singapore

Talk Title: Text, Touch and Trajectories: Reconstructing 3D Humans with 3T’s

Zongqing Lu

Peking University

Talk Title: Scaling Humanoid Robot Learning with Internet Videos

Scott Sanner

University of Toronto

Talk Title: Verifiable, debuggable, and repairable formal reasoning with LLMs

Amy X. Zhang

University of Washington

Talk Title: Steering AI Agents: From Individual to Societal Scale

Ranjay Krishna

University of Washington

Talk Title: Prioritizing Perception in Multimodal Language Models

Georgia Gkioxari

California Institute of Technology

Talk Title: Scaling 3D Data to enable 3D models

Yakun Sophia Shao

University of California, Berkeley

Talk Title: From Algorithms to Silicon: Accelerating Full-Stack Co-Design for the AI Era