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Workshop

How Far Are We From AGI

Jiaxuan You ⋅ Ge Liu ⋅ Yunzhu Li ⋅ Song Han ⋅ Dawn Song
[ Contact: jiaxuan@illinois.edu ]

Abstract

Video

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Schedule

Timezone: America/Los_Angeles
11:30 PM
Opening remarks: Jiaxuan You
Jiaxuan You
1:00 AM
Keynote talk: Oriol Vinyals
Oriol Vinyals
1:45 AM
Keynote talk: Yejin Choi
Yejin Choi
2:30 AM
Keynote talk: Andrew Gordon Wilson
Andrew G Wilson
3:00 AM
Keynote talk: Song Han
Song Han
4:30 AM
Keynote talk: Yoshua Bengio
Yoshua Bengio
5:35 AM
Panel discussions: How far are we from AGI?
Yoshua Bengio ⋅ Yejin Choi ⋅ Andrew G Wilson ⋅ Song Han ⋅ Dawn Song ⋅ Jiaxuan You ⋅ Ge Liu
The Pitfalls of Next-Token Prediction
Gregor Bachmann ⋅ Vaishnavh Nagarajan
Neural Retrievers are Biased Towards LLM-Generated Content
Sunhao Dai ⋅ Yuqi Zhou ⋅ Liang Pang ⋅ Weihao Liu ⋅ Xiaolin Hu ⋅ Yong Liu ⋅ Xiao Zhang ⋅ Gang Wang ⋅ Jun Xu
Thought-Retriever: Don’t Just Retrieve Raw Data, Retrieve Thoughts
Tao Feng ⋅ Pengrui Han ⋅ Guanyu Lin ⋅ Ge Liu ⋅ Jiaxuan You
Understanding the Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
Xinyi Wang ⋅ Alfonso Amayuelas ⋅ Kexun Zhang ⋅ Liangming Pan ⋅ Wenhu Chen ⋅ William Wang
Rethinking harmless refusals when fine-tuning foundation models
Florin Pop ⋅ Judd Rosenblatt ⋅ Diogo de Lucena ⋅ Michael Vaiana
An Embodied Generalist Agent in 3D World
Jiangyong Huang ⋅ Silong Yong ⋅ Xiaojian Ma ⋅ Xiongkun Linghu ⋅ Puhao Li ⋅ Yan Wang ⋅ Qing Li ⋅ Song-Chun Zhu ⋅ Baoxiong Jia ⋅ Siyuan Huang
Do LLM Agents Have Regret? A Case Study in Online Learning and Games
Chanwoo Park ⋅ Xiangyu Liu ⋅ Asuman Ozdaglar ⋅ Kaiqing Zhang
GPT Is Becoming a Turing Machine: Here Are Some Ways to Program It
Ana Jojic ⋅ Zhen Wang ⋅ Nebojsa Jojic
Can Large Language Model Agents Simulate Human Trust Behaviors?
Chengxing Xie ⋅ Canyu Chen ⋅ Feiran Jia ⋅ Yeol Ye ⋅ Kai Shu ⋅ Adel Bibi ⋅ Ziniu Hu ⋅ Philip Torr ⋅ Bernard Ghanem ⋅ Guohao Li
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning
Rui Ye ⋅ WenHao Wang ⋅ Jingyi Chai ⋅ Dihan Li ⋅ Zexi Li ⋅ Yinda Xu ⋅ Yaxin Du ⋅ Yanfeng Wang ⋅ Siheng Chen
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay
Natasha Butt ⋅ Blazej Manczak ⋅ Auke Wiggers ⋅ Corrado Rainone ⋅ David Zhang ⋅ Michaël Defferrard ⋅ Taco Cohen
AI Alignment with Changing and Influenceable Reward Functions
Micah Carroll ⋅ Davis Foote ⋅ Anand Siththaranjan ⋅ Stuart Russell ⋅ Anca Dragan
Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models
Qiming Bao ⋅ Juho Leinonen ⋅ Alex Peng ⋅ Wanjun Zhong ⋅ Gaël Gendron ⋅ Timothy Pistotti ⋅ Alice Huang ⋅ Paul Denny ⋅ Michael Witbrock ⋅ Jiamou Liu
RET-LLM: Towards a General Read-Write Memory for Large Language Models
Seyed MohammadAli Modarressi ⋅ Ayyoob Imani ⋅ Mohsen Fayyaz ⋅ Hinrich Schuetze
Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models
Yile Wang ⋅ Sijie Cheng ⋅ Zixin Sun ⋅ Peng Li ⋅ Yang Liu
Incentivizing Inclusive Data Contributions in Personalized Federated Learning
Enpei Zhang ⋅ Jingyi Chai ⋅ Rui Ye ⋅ Yanfeng Wang ⋅ Siheng Chen
RD2Bench: Toward Data-Centric Automatic R&D
Haotian Chen ⋅ Xinjie Shen ⋅ Zeqi Ye ⋅ Xiao Yang ⋅ Xu Yang ⋅ Weiqing Liu ⋅ Jiang Bian
Large Language Models Are Not Strong Abstract Reasoners Yet
Gaël Gendron ⋅ Qiming Bao ⋅ Michael Witbrock ⋅ Gillian Dobbie
Collaborative LLM-Agents for Editable Driving Scene Simulation
Yuxi Wei ⋅ Zi Wang ⋅ Yifan Lu ⋅ Chenxin Xu ⋅ Changxing Liu ⋅ Hao Zhao ⋅ Siheng Chen ⋅ Yanfeng Wang
DEFT: FLASH TREE-ATTENTION WITH IO-AWARENESS FOR EFFICIENT TREE-SEARCH-BASED LLM INFERENCE
Jinwei Yao ⋅ Kexun Zhang ⋅ Kaiqi Chen ⋅ Jiaxuan You ⋅ Zeke Wang ⋅ Binhang Yuan ⋅ Tao Lin
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning
Wenzhe Li ⋅ Zihan Ding ⋅ Seth Karten ⋅ Chi Jin
MARS: A Benchmark for Multi-LLM Algorithmic Routing System
Qitian Hu ⋅ Jacob Bieker ⋅ Xiuyu Li ⋅ Nan Jiang ⋅ Benjamin Keigwin ⋅ Gaurav Ranganath ⋅ Kurt Keutzer ⋅ Shriyash Upadhyay
A Language Model's Guide Through Latent Space
Dimitri von Rütte ⋅ Sotiris Anagnostidis ⋅ Gregor Bachmann ⋅ Thomas Hofmann
How Far Are We from Intelligent Visual Deductive Reasoning?
Yizhe Zhang ⋅ He Bai ⋅ Ruixiang Zhang ⋅ Jiatao Gu ⋅ Shuangfei Zhai ⋅ Joshua Susskind ⋅ Navdeep Jaitly
Generative Representational Instruction Tuning
Niklas Muennighoff ⋅ Hongjin SU ⋅ Liang Wang ⋅ Nan Yang ⋅ Furu Wei ⋅ Tao Yu ⋅ Amanpreet Singh ⋅ Douwe Kiela
Efficient Causal Graph Discovery Using Large Language Models
Thomas Jiralerspong ⋅ Xiaoyin Chen ⋅ Yash More ⋅ Vedant Shah ⋅ Yoshua Bengio
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation
Xianghe Pang ⋅ Shuo Tang ⋅ Rui Ye ⋅ Yuxin Xiong ⋅ Bolun Zhang ⋅ Yanfeng Wang ⋅ Siheng Chen