Jian Tang

Biographie

Jian Tang est professeur agrégé au département de sciences de la décision de HEC. Il est aussi professeur associé au département informatique et recherche opérationnelle (DIRO) de l'Université de Montréal et un membre académique principal à Mila – Institut québécois d’intelligence artificielle. Il est titulaire d'une chaire de recherche en IA Canada-CIFAR et le fondateur de BioGeometry, une entreprise en démarrage spécialisée dans l'IA générative pour la découverte d'anticorps. Ses principaux domaines de recherche sont les modèles génératifs profonds, l'apprentissage automatique des graphes et leurs applications à la découverte de médicaments. Il est un leader international dans le domaine de l'apprentissage automatique des graphes, et son travail représentatif sur l'apprentissage de la représentation des nœuds, LINE, a été largement reconnu et cité plus de 5 000 fois. Il a également réalisé de nombreux travaux pionniers sur l'IA pour la découverte de médicaments, notamment le premier cadre d'apprentissage automatique à source ouverte pour la découverte de médicaments, TorchDrug et TorchProtein.

Étudiants actuels

Huiyu Cai

Doctorat - UdeM

huiyu.cai@mila.quebec

Collaborateur·rice de recherche

Farzaneh Heidari

Doctorat - UdeM

Superviseur⋅e principal⋅e :

Guillaume Rabusseau

Stephen Lu

Stagiaire de recherche - McGill

stephen.lu@mila.quebec

Jerry Lu

Doctorat - UdeM

Shentong Mo

Collaborateur·rice de recherche - Carnegie Mellon University

Chence Shi

Doctorat - UdeM

Sophie Xhonneux

Doctorat - UdeM

Superviseur⋅e principal⋅e :

Gauthier Gidel

lpxhonneux@gmail.com

Minghao Xu

Collaborateur·rice de recherche

Xinyu Yuan

Doctorat - UdeM

xinyu.yuan@mila.quebec

zhaocheng.zhu@umontreal.ca

Zhihao Zhan

Doctorat - UdeM

Doctorat - UdeM

Jianan Zhao

Doctorat - UdeM

Doctorat - UdeM

Publications

Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models

Zhanke Zhou

Xuan Li

Zhaocheng Zhu

Mikhail Galkin

Xiao Feng

Sanmi Koyejo

Bo Han

Numerous applications of large language models (LLMs) rely on their ability to perform step-by-step reasoning. However, the reasoning behavi… (voir plus)or of LLMs remains poorly understood, posing challenges to research, development, and safety. To address this gap, we introduce landscape of thoughts-the first visualization tool for users to inspect the reasoning paths of chain-of-thought and its derivatives on any multi-choice dataset. Specifically, we represent the states in a reasoning path as feature vectors that quantify their distances to all answer choices. These features are then visualized in two-dimensional plots using t-SNE. Qualitative analysis shows that the landscape of thoughts effectively distinguishes between strong and weak models, correct and incorrect answers, as well as different reasoning tasks. It also uncovers undesirable reasoning patterns, such as low consistency and high uncertainty. Additionally, users can adapt our tool to a neural model that predicts any property they observe. We showcase this advantage by adapting our tool to a lightweight verifier, which significantly improves reasoning by evaluating the correctness of reasoning paths.

2025-03-05

ICLR.cc/2025/Workshop/LLM_Reason_and_Plan (publié)

Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models

Zhanke Zhou

Zhaocheng Zhu

Xuan Li

Mikhail Galkin

Xiao Feng

Sanmi Koyejo

Bo Han

2025-03-05

ICLR.cc/2025/Workshop/LLM_Reason_and_Plan (publié)

Simulation of the Background from $^{13}$C$(\alpha, n)^{16}$O Reaction in the JUNO Scintillator

Juno Collaboration Thomas Adam

Kai Adamowicz

Shakeel Ahmad

Rizwan Ahmed

Sebastiano Aiello

Fengpeng An

C. Andreopoulos

Giuseppe Andronico

Nikolay Anfimov

Vito Antonelli

Tatiana Antoshkina

João Pedro Athayde Marcondes de André

Didier Auguste

Weidong Bai

Nikita Balashov

Andrea Barresi

Davide Basilico

Eric Baussan

Marco Beretta

Antonio Bergnoli … (voir 480 de plus)

Nikita Bessonov

Daniel Bick

Lukas Bieger

Svetlana Biktemerova

Thilo Birkenfeld

Simon Blyth

Anastasia Bolshakova

Mathieu Bongrand

Matteo Borghesi

Dominique Breton

Augusto Brigatti

Riccardo Brugnera

Riccardo Bruno

Marcel Buchner

Antonio Budano

Jose Busto

Anatael Cabrera

Barbara Caccianiga

Hao Cai

Xiao Cai

Yanke Cai

Z. Cai

Stéphane Callier

Steven Calvez

Antonio Cammi

C. Cao

Guofu Cao

Jun Cao

Yaoqi Cao

Rossella Caruso

Cédric Cerna

Vanessa Cerrone

Jinfan Chang

Yunling Chang

Auttakit Chatrabhuti

Chao Chen

Guoming Chen

Jiahui Chen

Jian Chen

Jing Chen

Junyou Chen

Pingping Chen

Shaomin Chen

Shiqiang Chen

Xin Chen

Yiming Chen

Yixue Chen

Yu Chen

Ze Chen

Zhangming Chen

Zhiyuan Chen

Jie Cheng

Yaping Cheng

Yuanyuan Zhang

Alexander Chepurnov

Alexey Chetverikov

Davide Chiesa

Pietro Chimenti

Po-Lin Chou

Ziliang Chu

Artem Chukanov

Gérard Claverie

Catia Clementi

Barbara Clerbaux

C. Coletta

Selma Conforti Di Lorenzo

Simon Csakli

Chenyang Cui

Olivia Dalager

C. Taille

Zhi Deng

Ziyan Deng

Xiaoyu Ding

Xuefeng Ding

Yayun Ding

Bayu Dirgantara

Carsten Dittrich

Sergey Dmitrievsky

David Doerflinger

Dmitry Dolzhikov

Haojie Dong

Jianmeng Dong

Evgeny Doroshkevich

Marcos Dracos

Frédéric Druillole

Ran Du

Shuxian Du

Yujie Duan

K. Dugas

Stefano Dusini

Hongyue Duyang

J. Eck

Timo Enqvist

Andrea Fabbri

Ulrike Fahrendholz

Lei Fan

Jian Fang

W. X. Fang

Dmitry Fedoseev

Li-Cheng Feng

Qichun Feng

Federico Ferraro

Daniela Fetzer

Marcellin Fotz'e

Amélie Fournier

Aaron Freegard

Feng Gao

Alberto Garfagnini

Arsenii Gavrikov

Marco Giammarchi

Nunzio Giudice

Maxim Gonchar

Guanghua Gong

Hui Gong

Yuri Gornushkin

Marco Grassi

Maxim Gromov

Vasily Gromov

Minghao Gu

X. Gu

Yunting Gu

M. Guan

Yuduo Guan

Nunzio Guardone

Rosa Maria Guizzetti

Cong Guo

Wanlei Guo

Caren Hagner

Hechong Han

Ran Han

Yang Han

Jinhong He

Miao He

Wei He

Xinhai He

Ziou He

Tobias Heinz

Patrick Hellmuth

Yuekun Heng

Y. Hor

Shaojing Hou

Yee Hsiung

Bei-Zhen Hu

Hang Hu

Jun Hu

T. Hu

Yuxiang Hu

Guihong Huang

Jinhao Huang

Jun-Hao Huang

Kai-Zhao Huang

Shengheng Huang

Tao Huang

Xingtao Huang

Yongbo Huang

Jiaqi Hui

Lei Huo

Cédric Huss

Safeer Hussain

Leonard Imbert

Ara Ioannisian

Adrienne Jacobi

Arshak Jafar

Beatrice Jelmini

Xiangpan Ji

Xiaolu Ji

Huihui Jia

Junji Jia

Cailian Jiang

Wei Jiang

Xiaoshan Jiang

Xiaozhao Jiang

Yi-Nong Jiang

Yixuan Jiang

Xiao-Ying Jing

Cécile Jollet

Li Kang

Rebin Karaparabil

Narine Kazarian

Ali Khan

Amina Khatun

Khanchai Khosonthongkee

Denis Korablev

Konstantin Kouzakov

Alexey Krasnoperov

Sergey Kuleshov

S. Kumaran

Nikolay Kutovskiy

Loïc Labit

Tobias Lachenmaier

Haojing Lai

Cecilia Landini

Sébastien Leblanc

M. Lecocq

Frederic Lefevre

Rui Li

Rupert Leitner

Jason Leung

Demin Li

Fule Li

Gaosong Li

Hongjian Li

Huang Li

Jiajun Li

Min Li

Nan Li

Qingjiang Li

Ruhui Li

Ruiting Lei

Shanfeng Li

Tao Li

Teng Li

Weidong Li

Xiaonan Li

Yi Li

Yichen Li

Yifan Li

Yufeng Li

Zhaohan Li

Zhibing Li

Zifeng Li

Zonghai Li

An-An Liang

Jiajun Liao

Minghua Liao

Yilin Liao

Ayut Limphirat

Bohan Lin

Guey-Lin Lin

Shengxin Lin

Tao Lin

Xianhao Lin

Xingyi Lin

Jiajie Ling

Xin Ling

Ivano Lippi

Caimei Liu

Yang Liu

Feng Liu

Haidong Liu

Haotian Liu

Hongbang Liu

Hongjuan Liu

Hongtao Liu

Hongyang Liu

Jianglai Liu

Jiaxi Liu

Jinchang Liu

Kainan Liu

Min Liu

Qian Liu

Runxuan Liu

Shenghui Liu

Shulin Liu

Xiaowei Liu

Xiwen Liu

Xuewei Liu

Yankai Liu

Zhen Liu

Lorenzo Loi

Alexey Lokhov

Paolo Lombardi

Claudio Lombardo

Kai Loo

Haoqi Lu

Junguang Lu

Meishu Lu

Peizhi Lu

Shu-Min Lu

Xianguo Lu

Bayarto Lubsandorzhiev

Sultim Lubsandorzhiev

Livia Ludhova

Arslan Lukanov

F. Luo

Guang Luo

Jianyi Luo

Shu Luo

Wuming Luo

Xiaojie Luo

Vladimir Lyashuk

B. Ma

Bangzheng Ma

Bing Ma

R. Q. Ma

Si Ma

W.Y. Ma

Xiaoyan Ma

Xubo Ma

Jihane Maalmi

Jingyu Mai

Marco Malabarba

Yury Malyshkin

Roberto Carlos Mandujano

Fabio Mantovani

Xin Mao

S. M. Mari

Agnese Martini

Matthias Mayer

Davit Mayilyan

Yu Meng

Anselmo Meregaglia

Lino Miramonti

Marta Colomer Molla

Michele Montuschi

Cristobal Morales Reveco

Iwan Morton-blake

M. Nastasi

Dmitry V. Naumov

Elena Naumova

Igor Nemchenok

Elisabeth Neuerburg

Minh Thuan Nguyen Thi

Alexey Nikolaev

F. Ning

Zhe Ning

Yujie Niu

Hiroshi Nunokawa

Juan Pedro Ochoa-Ricoux

Sebastian Olivares

Alexander Olshevskiy

Domizia Orestano

Fausto Ortica

Rainer Othegraven

Yifei Pan

A. Paoloni

George Parker

Y. P. Pei

Luca Pelicci

Anguo Peng

Yuefeng Peng

Zhaoyuan Peng

Z-R Peng

Elisa Percalli

Willy Perrin

Frédéric Perrot

P. Petitjean

Fabrizio Petrucci

Oliver Pilarczyk

Artyom Popov

Pascal Poussot

Ezio Previtali

F. Qi

M. Qi

Xiaohui Qi

Sen Qian

X. Qian

Zhonghua Qin

S. Qiu

Manhao Qu

Zhe Qu

Gioacchino Ranucci

Thomas Raymond

A. Re

Abdel Rebii

Mariia Redchuk

Bin Ren

Yuhan Ren

Barbara Ricci

Komkrit Rientong

Mariam Rifai

Mathieu Roche

Narongkiat Rodphai

Fernanda de Faria Rodrigues

Aldo Romani

Bedřich Roskovec

Arseniy Rybnikov

Andrey Sadovsky

Paolo Saggese

Deshan Sandanayake

Anut Sangka

G. Sava

Utane Sawangwit

Michaela Schever

Cédric Schwab

Konstantin Schweizer

Alexandr Selyunin

Andrea Serafini

M. Settimo

Junyu Shao

V. Sharov

Hangyu Shi

Hexi Shi

Jingyang Shi

Yanan Shi

Vitaly Shutov

Andrey Sidorenkov

Fedor Šimkovic

Apeksha Singhal

Chiara Sirignano

Jaruchit Siripak

Monica Sisti

Oleg Smirnov

Sergey Sokolov

Julanan Songwadhana

Boonrucksar Soonthornthum

Albert Sotnikov

Warintorn Sreethawong

Achim Stahl

Luca Stanco

E. S. Farilla

Konstantin Stankevich

Hans Steiger

Jochen Steinmann

Tobias Sterr

Virginia Strati

Mikhail Strizh

Alexander Studenikin

Aoqi Su

Jun Su

Guangbao Sun

Mingxia Sun

Shifeng Sun

Xilei Sun

Yongzhao Sun

Zhengyang Sun

Narumon Suwonjandee

Akira Takenaka

Xiaohan Tan

Jingzhe Tang

Qiang Tang

Quan Tang

Xiaodong Tang

Vidhya Thara Hariharan

Yuxin Tian

Igor Tkachev

Tomas Tmej

M. Torri

Andrea Triossi

Wladyslaw Trzaska

Yu-Chen Tung

Cristina Tuve

Nikita Ushakov

Carlo Venettacci

Giuseppe Verde

Maxim Vialkov

Benoit Viaud

Cornelius Moritz Vollbrecht

Vit Vorobel

Dmitriy Voronin

Lucia Votano

Caishen Wang

Chung-Hsiang Wang

En Wang

Han-Yang Wang

Jiabin Wang

Jun Wang

Li Wang

Meng Wang

Mingyuan Wang

Qianchuan Wang

Ruiguang Wang

Sibo Wang

Tianhong Wang

Wei Wang

Wenshuai Wang

Xi Wang

Yangfu Wang

Yaoguang Wang

Yi Wang

Yifang Wang

Yuan Wang

Yuyi Wang

Zhe Wang

Zheng Wang

Zhimin Wang

Apimook Watcharangkool

Wei Wei

Yadong Wei

Yuehuan Wei

Zhengbao Wei

Kaile Wen

Jun Weng

Christopher Wiebusch

Rosmarie Wirth

Bi Wu

Chengxin Wu

Diru Wu

Qun Wu

2025-03-02

ArXiv (prépublication)

arxiv.org

Simulation of the Background from $^{13}$C$(\alpha, n)^{16}$O Reaction in the JUNO Scintillator

Juno Collaboration Thomas Adam

Kai Adamowicz

Shakeel Ahmad

Rizwan Ahmed

Sebastiano Aiello

Fengpeng An

C. Andreopoulos

Giuseppe Andronico

Nikolay Anfimov

Vito Antonelli

Tatiana Antoshkina

João Pedro Athayde Marcondes de André

Didier Auguste

Weidong Bai

Nikita Balashov

Andrea Barresi

Davide Basilico

Eric Baussan

Marco Beretta

Antonio Bergnoli … (voir 478 de plus)

Nikita Bessonov

Daniel Bick

Lukas Bieger

Svetlana Biktemerova

Thilo Birkenfeld

Simon Blyth

Anastasia Bolshakova

Mathieu Bongrand

Matteo Borghesi

Dominique Breton

Augusto Brigatti

Riccardo Brugnera

Riccardo Bruno

Marcel Buchner

Antonio Budano

Jose Busto

Anatael Cabrera

Barbara Caccianiga

Hao Cai

Xiao Cai

Yanke Cai

Z. Cai

Stéphane Callier

Steven Calvez

Antonio Cammi

C. Cao

Guofu Cao

Jun Cao

Yaoqi Cao

Rossella Caruso

Cédric Cerna

Vanessa Cerrone

Jinfan Chang

Yunling Chang

Auttakit Chatrabhuti

Chao Chen

Guoming Chen

Jiahui Chen

Jian Chen

Jing Chen

Junyou Chen

Pingping Chen

Shaomin Chen

Shiqiang Chen

Xin Chen

Yiming Chen

Yixue Chen

Yu Chen

Ze Chen

Zhangming Chen

Zhiyuan Chen

Jie Cheng

Yaping Cheng

Yuanyuan Zhang

Alexander Chepurnov

Alexey Chetverikov

Davide Chiesa

Pietro Chimenti

Po-Lin Chou

Ziliang Chu

Artem Chukanov

Gérard Claverie

Catia Clementi

Barbara Clerbaux

C. Coletta

Selma Conforti Di Lorenzo

Simon Csakli

Chenyang Cui

Olivia Dalager

C. Taille

Zhi Deng

Ziyan Deng

Xiaoyu Ding

Xuefeng Ding

Yayun Ding

Bayu Dirgantara

Carsten Dittrich

Sergey Dmitrievsky

David Doerflinger

Dmitry Dolzhikov

Haojie Dong

Jianmeng Dong

Evgeny Doroshkevich

Marcos Dracos

Frédéric Druillole

Ran Du

Shuxian Du

Yujie Duan

K. Dugas

Stefano Dusini

Hongyue Duyang

J. Eck

Timo Enqvist

Andrea Fabbri

Ulrike Fahrendholz

Lei Fan

Jian Fang

W. Fang

Dmitry Fedoseev

Li-Cheng Feng

Qichun Feng

Federico Ferraro

Daniela Fetzer

Marcellin Fotz'e

Amélie Fournier

Aaron Freegard

Feng Gao

Alberto Garfagnini

Arsenii Gavrikov

Marco Giammarchi

Nunzio Giudice

Maxim Gonchar

Guanghua Gong

Hui Gong

Yuri Gornushkin

Marco Grassi

Maxim Gromov

Vasily Gromov

Minghao Gu

X. Gu

Yunting Gu

M. Guan

Yuduo Guan

Nunzio Guardone

Rosa Maria Guizzetti

Cong Guo

Wanlei Guo

Caren Hagner

Hechong Han

Ran Han

Yang Han

Jinhong He

Miao He

Wei He

Xinhai He

Ziou He

Tobias Heinz

Patrick Hellmuth

Yuekun Heng

Y. Hor

Shaojing Hou

Yee Hsiung

Bei-Zhen Hu

Hang Hu

Jun Hu

T. Hu

Yuxiang Hu

Guihong Huang

Jinhao Huang

Jun-Hao Huang

K. Huang

Shengheng Huang

Tao Huang

Xingtao Huang

Yongbo Huang

Jiaqi Hui

Lei Huo

Cédric Huss

Safeer Hussain

Leonard Imbert

Ara Ioannisian

Adrienne Jacobi

Arshak Jafar

Beatrice Jelmini

Xiangpan Ji

Xiaolu Ji

Huihui Jia

Junji Jia

Cailian Jiang

Wei Jiang

Xiaoshan Jiang

Xiaozhao Jiang

Yi-Nong Jiang

Yixuan Jiang

Xiao-Ying Jing

Cécile Jollet

Li Kang

Rebin Karaparabil

Narine Kazarian

Ali Khan

Amina Khatun

Khanchai Khosonthongkee

Denis Korablev

Konstantin Kouzakov

Alexey Krasnoperov

Sergey Kuleshov

S. Kumaran

Nikolay Kutovskiy

Loïc Labit

Tobias Lachenmaier

Haojing Lai

Cecilia Landini

Sébastien Leblanc

M. Lecocq

Frederic Lefevre

Rui Li

Rupert Leitner

Jason Leung

Demin Li

Yi Wang

Fule Li

Gaosong Li

Hongjian Li

Huang Li

Jiajun Li

Min Li

Nan Li

Qingjiang Li

Ruhui Li

Ruiting Lei

Shanfeng Li

Tao Li

Teng Li

Weidong Li

Xiaonan Li

Yi Li

Yichen Li

Yifan Li

Yufeng Li

Zhaohan Li

Zhibing Li

Zifeng Li

Zonghai Li

An-An Liang

Jiajun Liao

Minghua Liao

Yilin Liao

Ayut Limphirat

Bo-Chun Lin

Guey-Lin Lin

Shengxin Lin

Tao Lin

Xianhao Lin

Xingyi Lin

Jiajie Ling

Xin Ling

Ivano Lippi

Caimei Liu

Fang Liu

Feng Liu

Haidong Liu

Haotian Liu

Hongbang Liu

Hongjuan Liu

Hongtao Liu

Hongyang Liu

Jianglai Liu

Jiaxi Liu

Jinchang Liu

Kainan Liu

Min Liu

Qian Liu

Runxuan Liu

Shenghui Liu

Shulin Liu

Xiaowei Liu

Xiwen Liu

Xuewei Liu

Yankai Liu

Zhen Liu

Lorenzo Loi

Alexey Lokhov

Paolo Lombardi

Claudio Lombardo

Kai Loo

Haoqi Lu

Junguang Lu

Meishu Lu

Peizhi Lu

Shu-Min Lu

Xianguo Lu

Bayarto Lubsandorzhiev

Sultim Lubsandorzhiev

Livia Ludhova

Arslan Lukanov

F. Luo

Guang Luo

Jianyi Luo

Shu Luo

Wuming Luo

Xiaojie Luo

Vladimir Lyashuk

Bangzheng Ma

Bing Ma

Q. Ma

Si Ma

W.Y. Ma

Xiaoyan Ma

Xubo Ma

Jihane Maalmi

Jingyu Mai

Marco Malabarba

Yury Malyshkin

Roberto Carlos Mandujano

Fabio Mantovani

Xin Mao

S. M. Mari

Agnese Martini

Matthias Mayer

Davit Mayilyan

Yu Meng

Anselmo Meregaglia

Lino Miramonti

Marta Colomer Molla

Michele Montuschi

Cristobal Morales Reveco

Iwan Morton-blake

M. Nastasi

Dmitry V. Naumov

Elena Naumova

Igor Nemchenok

Elisabeth Neuerburg

Minh Thuan Nguyen Thi

Alexey Nikolaev

F. Ning

Zhe Ning

Yujie Niu

Hiroshi Nunokawa

Juan Pedro Ochoa-Ricoux

Sebastian Olivares

Alexander Olshevskiy

Domizia Orestano

Fausto Ortica

Rainer Othegraven

Yifei Pan

A. Paoloni

George Parker

Y. Pei

Luca Pelicci

Anguo Peng

Yuefeng Peng

Zhaoyuan Peng

Elisa Percalli

Willy Perrin

Frédéric Perrot

P. Petitjean

Fabrizio Petrucci

Oliver Pilarczyk

Artyom Popov

Pascal Poussot

Ezio Previtali

F. Qi

M. Qi

Xiaohui Qi

Sen Qian

X. Qian

Zhonghua Qin

S. Qiu

Manhao Qu

Zhe Qu

Gioacchino Ranucci

Thomas Raymond

A. Re

Abdel Rebii

Mariia Redchuk

Bin Ren

Yuhan Ren

Barbara Ricci

Komkrit Rientong

Mariam Rifai

Mathieu Roche

Narongkiat Rodphai

Fernanda de Faria Rodrigues

Aldo Romani

Bedřich Roskovec

Arseniy Rybnikov

Andrey Sadovsky

Paolo Saggese

Deshan Sandanayake

Anut Sangka

G. Sava

Utane Sawangwit

Michaela Schever

Cédric Schwab

Konstantin Schweizer

Alexandr Selyunin

Andrea Serafini

M. Settimo

Junyu Shao

V. Sharov

Hangyu Shi

Hexi Shi

Jingyang Shi

Yanan Shi

Vitaly Shutov

Andrey Sidorenkov

Fedor Šimkovic

Apeksha Singhal

Chiara Sirignano

Jaruchit Siripak

Monica Sisti

Oleg Smirnov

Sergey Sokolov

Julanan Songwadhana

Boonrucksar Soonthornthum

Albert Sotnikov

Warintorn Sreethawong

Achim Stahl

Luca Stanco

E. S. Farilla

Konstantin Stankevich

Hans Steiger

Jochen Steinmann

Tobias Sterr

Virginia Strati

Mikhail Strizh

Alexander Studenikin

Aoqi Su

Jun Su

Guangbao Sun

Mingxia Sun

Shifeng Sun

Xilei Sun

Yongzhao Sun

Zhengyang Sun

Narumon Suwonjandee

Akira Takenaka

Xiaohan Tan

Jingzhe Tang

Qiang Tang

Quan Tang

Xiaodong Tang

Vidhya Thara Hariharan

Yuxin Tian

Igor Tkachev

Tomas Tmej

M. Torri

Andrea Triossi

Wladyslaw Trzaska

Yu-Chen Tung

Cristina Tuve

Nikita Ushakov

Carlo Venettacci

Giuseppe Verde

Maxim Vialkov

Benoit Viaud

Cornelius Moritz Vollbrecht

Vit Vorobel

Dmitriy Voronin

Lucia Votano

Caishen Wang

Chung-Hsiang Wang

En Wang

Hanwen Wang

Jiabin Wang

Jun Wang

Li Wang

Meng Wang

Mingyuan Wang

Qianchuan Wang

Ruiguang Wang

Sibo Wang

Tianhong Wang

Wei Wang

Wenshuai Wang

Xi Wang

Yangfu Wang

Yaoguang Wang

Yifang Wang

Yuan Wang

Yuyi Wang

Zhe Wang

Zheng Wang

Zhimin Wang

Apimook Watcharangkool

Wei Wei

Yadong Wei

Yuehuan Wei

Zhengbao Wei

Kaile Wen

Jun Weng

Christopher Wiebusch

Rosmarie Wirth

Bi Wu

Chengxin Wu

Diru Wu

Qun Wu

Large-scale organic liquid scintillator detectors are highly efficient in the detection of MeV-scale electron antineutrinos. These signal ev… (voir plus)ents can be detected through inverse beta decay on protons, which produce a positron accompanied by a neutron. A noteworthy background for antineutrinos coming from nuclear power reactors and from the depths of the Earth (geoneutrinos) is generated by (

2025-03-02

ArXiv (prépublication)

arxiv.org

Origin of Nonlinear Circular Photocurrent in 2D Semiconductor MoS_{2}.

Yanchong Zhao

Fengyu Chen

Jing Liang

Mohammad Saeed Bahramy

Mingwei Yang

Yao Guang

Xiaomei Li

Zheng Wei

Jiaojiao Zhao

Mengzhou Liao

Cheng Shen

Qinqin Wang

Rong Yang

Kenji Watanabe

Takashi Taniguchi

Zhiheng Huang

Dongxia Shi

Kaihui Liu

Zhipei Sun … (voir 3 de plus)

Ji Feng

Luojun Du

Guangyu Zhang

2025-02-26

Physical Review Letters (publié)

Origin of Nonlinear Circular Photocurrent in 2D Semiconductor
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Yanchong Zhao

Fengyu Chen

Jing Liang

Mohammad Saeed Bahramy

Mingwei Yang

Yao Guang

Xiaomei Li

Zheng Wei

Jiaojiao Zhao

Mengzhou Liao

Cheng Shen

Qinqin Wang

Rong Yang

Kenji Watanabe

Takashi Taniguchi

Zhiheng Huang

Dongxia Shi

Kaihui Liu

Zhipei Sun … (voir 3 de plus)

Ji Feng

Luojun Du

Guangyu Zhang

2025-02-26

Physical Review Letters (publié)

Author Correction: Isospin competitions and valley polarized correlated insulators in twisted double bilayer graphene

Le Liu

Shihao Zhang

Yanbang Chu

Cheng Shen

Yuan Huang

Yalong Yuan

Jinpeng Tian

Yiru Ji

Rong Yang

Kenji Watanabe

Takashi Taniguchi

Dongxia Shi

Jianpeng Liu

Wei Yang

Guangyu Zhang

2025-02-12

Nature Communications (publié)

Fully-inductive Node Classification on Arbitrary Graphs

Jianan Zhao

Hesham Mostafa

Mikhail Galkin

Michael M. Bronstein

Zhaocheng Zhu

2025-01-22

ICLR.cc/2025/Conference (poster)

GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning

Minghao Xu

Yunteng Geng

Yihang Zhang

Ling Yang

Wentao Zhang

Glycans are basic biomolecules and perform essential functions within living organisms. The rapid increase of functional glycan data provide… (voir plus)s a good opportunity for machine learning solutions to glycan understanding. However, there still lacks a standard machine learning benchmark for glycan property and function prediction. In this work, we fill this blank by building a comprehensive benchmark for Glycan Machine Learning (GlycanML). The GlycanML benchmark consists of diverse types of tasks including glycan taxonomy prediction, glycan immunogenicity prediction, glycosylation type prediction, and protein-glycan interaction prediction. Glycans can be represented by both sequences and graphs in GlycanML, which enables us to extensively evaluate sequence-based models and graph neural networks (GNNs) on benchmark tasks. Furthermore, by concurrently performing eight glycan taxonomy prediction tasks, we introduce the GlycanML-MTL testbed for multi-task learning (MTL) algorithms. Also, we evaluate how taxonomy prediction can boost other three function prediction tasks by MTL. Experimental results show the superiority of modeling glycans with multi-relational GNNs, and suitable MTL methods can further boost model performance. We provide all datasets and source codes at https://github.com/GlycanML/GlycanML and maintain a leaderboard at https://GlycanML.github.io/project

2025-01-22

ICLR.cc/2025/Conference (poster)

Structure Language Models for Protein Conformation Generation

Jiarui Lu

Xiaoyin Chen

Stephen Zhewen Lu

Chence Shi

Hongyu Guo

Yoshua Bengio

2025-01-22

ICLR.cc/2025/Conference (poster)

JUNO sensitivity to invisible decay modes of neutrons

Juno Collaboration Angel Abusleme

Angel Abusleme

Thomas Adam

Kai Adamowicz

Shakeel Ahmad

Rizwan Ahmed

Sebastiano Aiello

Fengpeng An

Qi An

Giuseppe Andronico

Nikolay Anfimov

Vito Antonelli

Tatiana Antoshkina

João Pedro Athayde Marcondes de André

Didier Auguste

Weidong Bai

Nikita Balashov

Wander Baldini

Andrea Barresi

Davide Basilico … (voir 670 de plus)

Eric Baussan

Marco Bellato

Marco Beretta

Antonio Bergnoli

Daniel Bick

Lukas Bieger

Svetlana Biktemerova

Thilo Birkenfeld

Iwan Blake

Simon Blyth

Anastasia Bolshakova

Mathieu Bongrand

Dominique Breton

Augusto Brigatti

Riccardo Brugnera

Riccardo Bruno

Antonio Budano

Jose Busto

Anatael Cabrera

Barbara Caccianiga

Hao Cai

Xiao Cai

Yanke Cai

Zhiyan Cai

Z. Cai

Stéphane Callier

Steven Calvez

Antonio Cammi

Agustin Campeny

Chuanya Cao

C. Cao

Guofu Cao

Jun Cao

Rossella Caruso

Cédric Cerna

Vanessa Cerrone

Jinfan Chang

Yun Chang

Auttakit Chatrabhuti

Chao Chen

Guoming Chen

Pingping Chen

Shaomin Chen

Xin Chen

Yiming Chen

Yixue Chen

Yu Chen

Zelin Chen

Zhangming Chen

Zhiyuan Chen

Zikang Chen

Jie Cheng

Yaping Cheng

Yu Chin Cheng

Yuanyuan Zhang

Alexander Chepurnov

Alexey Chetverikov

Davide Chiesa

Pietro Chimenti

Yen-Ting Chin

Po-Lin Chou

Ziliang Chu

Artem Chukanov

Gérard Claverie

Catia Clementi

Barbara Clerbaux

Marta Colomer Molla

Selma Conforti Di Lorenzo

Alberto Coppi

Daniele Corti

Simon Csakli

Chenyang Cui

Flavio Dal Corso

Olivia Dalager

Jaydeep Datta

Christophe De La Taille

C. Taille

Zhi Deng

Ziyan Deng

Xiaoyu Ding

Xuefeng Ding

Yayun Ding

Bayu Dirgantara

Carsten Dittrich

Sergey Dmitrievsky

Tadeas Dohnal

Dmitry Dolzhikov

Georgy Donchenko

Jianmeng Dong

Evgeny Doroshkevich

Wei Dou

Marcos Dracos

Frédéric Druillole

Ran Du

S. X. Du

Shuxian Du

Yujie Duan

Katherine Dugas

K. Dugas

Stefano Dusini

Hongyue Duyang

Jessica Eck

J. Eck

Timo Enqvist

Andrea Fabbri

Ulrike Fahrendholz

Lei Fan

Jian Fang

Wenxing Fang

Dmitry Fedoseev

Haiping Peng

Li-Cheng Feng

Qichun Feng

Federico Ferraro

Amélie Fournier

Fritsch Fritsch

Haonan Gan

Feng Gao

Alberto Garfagnini

Arsenii Gavrikov

Marco Giammarchi

Nunzio Giudice

Maxim Gonchar

G. Gong

Hui Gong

Guanghua Gong

Yuri Gornushkin

Marco Grassi

Maxim Gromov

Vasily Gromov

Minghao Gu

X. Gu

Xiaofei Gu

Yunting Gu

M. Guan

Yu Gu

Mengyun Guan

Yuduo Guan

Nunzio Guardone

Rosa Maria Guizzetti

Cong Guo

Wanlei Guo

Caren Hagner

Hechong Han

Ran Han

Yang Han

Jinhong He

Miao He

Wei He

Xinhai He

Tobias Heinz

Patrick Hellmuth

Yuekun Heng

Rafael Herrera

Y. Hor

YuenKeung Hor

Shaojing Hou

Yee Hsiung

Hang Hu

Bei-Zhen Hu

Jun Hu

Peng Hu

Shouyang Hu

Tao Hu

Yuxiang Hu

Zhuojun Hu

Guihong Huang

Hanxiong Huang

Jinhao Huang

Jun-Hao Huang

Junting Huang

Kaixuan Huang

Shengheng Huang

Wenhao Huang

Xingtao Huang

Xin Huang

Yongbo Huang

Jiaqi Hui

Lei Huo

Wenju Huo

Cédric Huss

Safeer Hussain

Leonard Imbert

Ara Ioannisian

Roberto Isocrate

Arshak Jafar

Beatrice Jelmini

Ignacio Jeria

Xiaolu Ji

Huihui Jia

Junji Jia

Siyu Jian

Cailian Jiang

Di Jiang

Guangzheng Jiang

Wei Jiang

Xiaoshan Jiang

Xiaozhao Jiang

Yixuan Jiang

X. Jing

Xiaoping Jing

Cécile Jollet

Li Kang

Rebin Karaparabil

Narine Kazarian

Ali Khan

Amina Khatun

Khanchai Khosonthongkee

Denis Korablev

Konstantin Kouzakov

Alexey Krasnoperov

Sergey Kuleshov

S. Kumaran

Sindhujha Kumaran

Nikolay Kutovskiy

Loïc Labit

Tobias Lachenmaier

Haojing Lai

Cecilia Landini

Sébastien Leblanc

Frederic Lefevre

Rui Li

Rupert Leitner

Jason Leung

Demin Li

Yi Wang

Fule Li

Fei Li

Gaosong Li

Hongjian Li

Huang Li

Jiajun Li

Min Li

Nan Li

Qingjiang Li

Ruhui Li

Ruiting Lei

Shanfeng Li

Shuo Li

Tao Li

Teng Li

Weidong Li

Weiguo Li

Xiaomei Li

Xiaonan Li

Xinglong Li

Yi Li

Yichen Li

Yufeng Li

Zhaohan Li

Zhibing Li

Ziyuan Li

Zonghai Li

An-An Liang

Hao Liang

Jiaming Yan

Yilin Liao

Jiajun Liao

Y. P. Liao

Ayut Limphirat

Yuzhong Liao

Guey-Lin Lin

Shengxin Lin

Tao Lin

Jiajie Ling

Xin Ling

Ivano Lippi

Caimei Liu

Yang Liu

Fengcheng Liu

Haidong Liu

Haotian Liu

Hongbang Liu

Hongjuan Liu

Hongtao Liu

Hongyang Liu

Jianglai Liu

Jiaxi Liu

Jinchang Liu

Min Liu

Qian Liu

Qin Liu

Runxuan Liu

Shenghui Liu

Shubin Liu

Shulin Liu

Xiaowei Liu

Xiwen Liu

Xuewei Liu

Yankai Liu

Zhen Liu

Lorenzo Loi

Alexey Lokhov

Paolo Lombardi

Claudio Lombardo

Kai Loo

Chuan Lu

Haoqi Lu

Jingbin Lu

Junguang Lu

Meishu Lu

Peizhi Lu

Shuxiang Lu

Xianguo Lu

Bayarto Lubsandorzhiev

Sultim Lubsandorzhiev

Livia Ludhova

Arslan Lukanov

F. Luo

Guang Luo

Fengjiao Luo

Jianyi Luo

Shu Luo

Wuming Luo

Xiaojie Luo

Vladimir Lyashuk

B. Ma

Bing Ma

Qiumei Ma

Bangzheng Ma

Si Ma

Xiaoyan Ma

Xubo Ma

Jihane Maalmi

Jingyu Mai

Marco Malabarba

Yury Malyshkin

Roberto Carlos Mandujano

Fabio Mantovani

Xin Mao

Yajun Mao

S. Mari

Filippo Marini

Stefano M. Mari

Agnese Martini

Matthias Mayer

Davit Mayilyan

Ints Mednieks

Yu Meng

Anita Meraviglia

Anselmo Meregaglia

Emanuela Meroni

Lino Miramonti

Nikhil Mohan

Michele Montuschi

Cristobal Morales Reveco

M. Nastasi

Dmitry V. Naumov

Massimiliano Nastasi

Elena Naumova

Diana Navas-Nicolas

Igor Nemchenok

Minh Thuan Nguyen Thi

Alexey Nikolaev

F. Ning

Zhe Ning

Feipeng Ning

Hiroshi Nunokawa

Lothar Oberauer

Juan Pedro Ochoa-Ricoux

Alexander Olshevskiy

Domizia Orestano

Fausto Ortica

Rainer Othegraven

A. Paoloni

George Parker

Alessandro Paoloni

Sergio Parmeggiano

Achilleas Patsias

Y. P. Pei

Luca Pelicci

Yatian Pei

Anguo Peng

Yu Peng

Yuefeng Peng

Zhaoyuan Peng

Elisa Percalli

Willy Perrin

Frédéric Perrot

P. Petitjean

Fabrizio Petrucci

Pierre-Alexandre Petitjean

Oliver Pilarczyk

Luis Felipe Piñeres Rico

Artyom Popov

Pascal Poussot

Ezio Previtali

Fazhi Qi

Ming Qi

Xiaohui Qi

Sen Qian

X. Qian

Zhen Qian

Hao Qiao

Xiaohui Qian

Zhonghua Qin

S. Qiu

Manhao Qu

Shoukang Qiu

Z. Qu

Gioacchino Ranucci

Zhenning Qu

A. Re

Abdel Rebii

Alessandra Re

Mariia Redchuk

Gioele Reina

Bin Ren

Jie Ren

Yuhan Ren

Barbara Ricci

Komkrit Rientong

Mariam Rifai

Mathieu Roche

Narongkiat Rodphai

Aldo Romani

Bedřich Roskovec

Xichao Ruan

Arseniy Rybnikov

Andrey Sadovsky

Paolo Saggese

Deshan Sandanayake

Anut Sangka

G. Sava

Utane Sawangwit

Giuseppe Sava

Michaela Schever

Cédric Schwab

Konstantin Schweizer

Alexandr Selyunin

Andrea Serafini

M. Settimo

Junyu Shao

Mariangela Settimo

V. Sharov

Hexi Shi

Vladislav Sharov

Jingyan Shi

Yanan Shi

Vitaly Shutov

Andrey Sidorenkov

Fedor Šimkovic

Apeksha Singhal

Chiara Sirignano

Jaruchit Siripak

Monica Sisti

Mikhail Smirnov

Oleg Smirnov

Sergey Sokolov

Julanan Songwadhana

Boonrucksar Soonthornthum

Albert Sotnikov

Warintorn Sreethawong

Achim Stahl

Luca Stanco

Konstantin Stankevich

Hans Steiger

Jochen Steinmann

Tobias Sterr

M. Stock

Virginia Strati

Matthias Raphael Stock

Michail Strizh

Alexander Studenikin

Aoqi Su

Jun Su

G. X. Sun

Shifeng Sun

Xilei Sun

Yongjie Sun

Guangbao Sun

Yongzhao Sun

Zhengyang Sun

Narumon Suwonjandee

Akira Takenaka

Xiaohan Tan

Jing-Yu Tang

Qiang Tang

Quan Tang

Jingzhe Tang

Xiao Tang

Vidhya Thara Hariharan

Igor Tkachev

Tomas Tmej

M. Torri

Andrea Triossi

Wladyslaw Trzaska

Marco Danilo Claudio Torri

Y. Tung

Cristina Tuve

Nikita Ushakov

Vadim Vedin

Yu-Chen Tung

Carlo Venettacci

Giuseppe Verde

Maxim Vialkov

Benoit Viaud

Cornelius Moritz Vollbrecht

Katharina von Sturm

Vit Vorobel

Dmitriy Voronin

Lucia Votano

Pablo Walker

Caishen Wang

Chung-Hsiang Wang

En Wang

Guoli Wang

Han-Yang Wang

Jian Wang

Jun Wang

Li Wang

Lucinda W. Wang

Meng Wang

Mingyuan Wang

Qianchuan Wang

Lu Wang

Ruiguang Wang

Sibo Wang

Siguang Wang

Wei Wang

Wenshuai Wang

Xi Wang

Xiangyue Wang

Yangfu Wang

Yaoguang Wang

Yifang Wang

Yuanqing Wang

Yuyi Wang

Zhe Wang

Zheng Wang

Zhimin Wang

Apimook Watcharangkool

Wei Wei

Wenlu Wei

Yadong Wei

Yuehuan Wei

Liangjian Wen

Jun Weng

Christopher Wiebusch

Rosmarie Wirth

Chengxin Wu

Diru Wu

Qun Wu

Yinhui Wu

Yiyang Wu

Zhi Wu

Michael Wurm

Jacques Wurtz

Christian Wysotzki

Yufei Xi

Dongmei Xia

Shishen Xian

Ziqian Xiang

Fei Xiao

Xiang Xiao

Xiaochuan Xie

Yijun Xie

Yuguang Xie

Zhao Xin

Zhizhong Xing

Benda Xu

Cheng Xu

Donglian Xu

Fanrong Xu

Hangkun Xu

Jiayang Xu

Jilei Xu

Jing Xu

Jinghuan Xu

Meihang Xu

Xunjie Xu

Yin Xu

Yu Xu

Baojun Yan

Qiyu Yan

Taylor Yan

Xiongbo Yan

Yupeng Yan

Changgen Yang

Chengfeng Yang

Fengfan Yang

Jie Yang

Lei Yang

Pengfei Yang

Xiaoyu Yang

Yifan Yang

Yixiang Yang

Zekun Yang

Haifeng Yao

Jiaxuan Ye

Mei Ye

Ziping Ye

Frédéric Yermia

Zhengyun You

Boxiang Yu

Chiye Yu

Chunxu Yu

Guojun Yu

Hongzhao Yu

Miao Yu

Xianghui Yu

Zeyuan Yu

Zezhong Yu

Cenxi Yuan

Chengzhuo Yuan

Zhenxiong Yuan

Baobiao Yue

Noman Zafar

Kirill Zamogilnyi

Vitalii Zavadskyi

Fanrui Zeng

Shan Zeng

Tingxuan Zeng

Yuda Zeng

Liang Zhan

Aiqiang Zhang

Bin Zhang

Binting Zhang

Feiyang Zhang

Hangchang Zhang

Haosen Zhang

Honghao Zhang

Jiawen Zhang

Jie Zhang

Jingbo Zhang

Jinnan Zhang

Junwei Zhang

Lei Zhang

Peng Zhang

Ping Zhang

Qingmin Zhang

Shiqi Zhang

Shu Zhang

Shuihan Zhang

Siyuan Zhang

Tao Zhang

Xiaomei Zhang

Xin Zhang

Xuantong Zhang

Yibing Zhang

Yinhong Zhang

Yiyu Zhang

Yongpeng Zhang

Yu Zhang

Yumei Zhang

Zhenyu Zhang

Zhijian Zhang

Jie Zhao

Rong Zhao

Runze Zhao

Shujun Zhao

Tianhao Zhao

Hua Zheng

Yangheng Zheng

Jing Zhou

Li Zhou

Nan Zhou

Shun Zhou

Tong Zhou

Xiang Zhou

Xing Zhou

Jingsen Zhu

Kangfu Zhu

Kejun Zhu

Zhihang Zhu

Bo Zhuang

Honglin Zhuang

Liang Zong

Jiaheng Zou

2025-01-04

The European Physical Journal C (publié)

arxiv.org

Medium-scale flexible integrated circuits based on 2D semiconductors

Yalin Peng

Chenyang Cui

Lu Li

Yuchen Wang

Qinqin Wang

Jinpeng Tian

Zhiheng Huang

Biying Huang

Yangkun Zhang

Xiuzhen Li

Yanbang Chu

Wei Yang

Dongxia Shi

Luojun Du

Na Li

Guangyu Zhang

2024-12-30

Nature Communications (publié)