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Haodong Lei, Junming Liu, Yirong Chen, Pinlong Cai, Botian Shi, Ding Wang, Hongsong Wang
TransMem is a lightweight inference-time parametric memory module that transforms sparse historical hidden states into reusable memory representations via a gating network, avoiding re-encoding of long contexts. It's trained via evidence-conditioned self-distillation, matching a memory-augmented student's predictions to an evidence-only teacher sharing the same frozen backbone.
Luca Viano, Antoine Moulin, Audrey Huang, Volkan Cevher, Philip Amortila, Dylan J. Foster
The paper formally analyzes why interactive expert querying and value-based imitation learning outperform behavior cloning: interaction relaxes the representational burden from needing to realize the expert's full policy to only needing to realize its value function. The authors introduce OVI, a statistically efficient on-policy IL algorithm built on this insight, and validate the theory with supporting experiments.
Yifan Ding, Xincheng Wei, Yoshua Y. Li, Ziheng Li, Yuquan Lu, Siyu Zhang, Dongsheng Ma, Rongxiang Weng, Xunliang Cai, Yun Chen
SAF diagnoses why naively fusing RLVR and on-policy distillation (OPD) advantages with a fixed coefficient causes entropy collapse: a magnitude mismatch (unbounded OPD token-level spikes drown out bounded RLVR signal) and a temporal mismatch (sustained OPD pull limits exploration beyond teacher quality). It fixes both with a sparsify-then-compress magnitude control and warm-up-then-anneal temporal schedule, applied only to the OPD advantage.
Hanxiao Lu, Tianyi Zhang
MARS formulates multi-agent system repair as an MCTS process with diagnosis-guided expansion and taxonomy-augmented evaluation, using partial rollouts instead of full simulations to save tokens. The authors also release StateMAS, a 1,310-trajectory benchmark of replayable MAS failures across four architectures and four LLM backbones, on which MARS improves absolute repair success from 3.0% to 12.1% over baselines.
Weiyi He, Yuping Lin, Jiliang Tang, Yue Xing
The paper speeds up latent adversarial training (LAT) for LLMs from two angles: representation fine-tuning (ReFT) on the defense side (while flagging a token-mismatch failure mode between ReFT application and attack), and circuit-extraction to build lightweight surrogate models for attack generation, avoiding full forward-backward passes through the base model.
Jingwen Fu, Zhen Liu, Yuhan Liu, He Zhang, Nanning Zheng
The paper argues explicit textual 'gradients' aren't needed for LLM-driven program search; instead LLMs can propose atomic edits directly (zeroth-order optimization), but bundled edit acceptance/rejection suffers a 'weakest-link effect' where one bad edit sinks a good bundle. They propose heterogeneous edit recombination to mitigate this.
Yefan Tao, Gerald Friedland, Madhusudhanan Chandrasekaran, Luyang Kong
Using an information-theoretic cross-entropy reduction measure across self-, peer-, and cross-agent revision settings, the paper shows LLM 'reflection' yields near-zero information gain on objective tasks (behaving like re-sampling) and negative gain on subjective tasks (moving away from ground truth), while human revision gains positively in both. Cross-agent experiments confirm the failure is localized to the revision step, not input quality — LLMs actively degrade even high-quality human answers.
Konur Tholl, Fran\c{c}ois Rivest, Mariam El Mezouar, Adrian Taylor, and Ranwa Al Mallah
The authors show an 8B-parameter cybersecurity-pretrained LLM (via prompt engineering, no fine-tuning) outperforms a baseline RL agent in a modified CybORG CAGE Challenge 2 environment, then distill the LLM's policy online into a 64,910-parameter RL agent, reducing model size by orders of magnitude while retaining effective defensive capability.
Pascal Ekin, Hyosun Choi, Wei Jie
LARA adapts models by reading hidden states at select layers and adding a low-rank correction back into the residual stream, rather than modifying weights like LoRA. This exposes an inference-time interpolation scale between base and adapted behavior, and allows many behaviors (7 tested, ~33MB overhead) to reside simultaneously on one frozen 1.5B model with per-token routing.
Sanjeev Rao Ganjihal
The paper identifies that existing disaggregated LLM inference systems (DistServe, Splitwise, Mooncake) treat all GPU-to-GPU bandwidth uniformly despite a 72x variance (NVLink 900GB/s vs. TCP cross-datacenter 12.5GB/s), and designs a topology-aware orchestrator combining pipelined layer-by-layer transfer, NVLink-domain-aware MoE expert placement, and CXL 3.0 memory tiers as overflow, hiding 60-85% of KV-cache transfer latency behind compute.
Boyang Zhang, Adrian Lyjak, Eli Stewart, Zhaoqi Li, Simon Suo
ExtractBench evaluates schema-guided document extraction agents on 4,869 pages across 370 enterprise documents and 67 document types, jointly scoring value accuracy, record completeness, grounding, and cost. Commercial VLMs perform well on short documents but truncate long record lists, while coding agents keep accuracy at much higher cost; LlamaExtract Agentic Plus leads on all metrics at lower cost.
Tianyu Huai, Tingshuo Fan, Xinchi Chen, Yining Zheng, Yuxin Wang, Shuang Chen, Jie Zhou, Xuanjing Huang
AgentHPOBench introduces 30 executable ML tasks across seven research categories where agents make sequential hyperparameter decisions based on accumulated configs, metrics, and logs. Evaluating 12 agents and conventional HPO baselines, the results show current agents have measurable but limited sustained iterative-refinement and log-diagnosis ability compared to reference performance.
Zenghuang Fu, Zhaoyang Li, Qiuyuan Ai, Haoyu Wu, Minghui Wu, Chenxu Zhao, Ante Wang, Guannan He, Changwei Wang
SESA makes procedural skill memory an evolving state in tool-augmented search self-play: a challenger poses problems, a solver retrieves and uses skills, informative failures get distilled into reusable skills written back to memory, which then reshapes both solver behavior and the challenger's future problem distribution in a bidirectional loop.
Minghui Pan, Jiayuxuan Yang, Yuanyuan Yuan, Yu Jiang, Zhenpeng Chen
The authors show via white-box representation analysis that schema-formatted tool specifications weaken an LLM's internal refusal signals, driving unsafe tool execution in agentic settings. They propose SafeKeep, which judges requests using flattened textual tool specs while retaining schema format for actual execution, decoupling safety judgment from execution formatting.
Ruiming Liang, Yi Zhong, Yizhen Yuan, Yinan Zheng, Tianyi Tan, Tianyue Wang, Haiyun Guo, Jinqiao Wang, Xianyuan Zhan
PRISM decomposes multi-reward RL into a set of standalone positive policies plus a global negative policy, rather than compositing multiple rewards into a single scalarized objective, avoiding the conflict and alignment-tax issues that plague reward mixing. It enables inference-time preference control by flexibly composing the learned policies.
Blaise Delattre, Cong Wang, Yang Cao
CAGE certifies whether a tool-agent action stays authorized over a declared neighborhood of plausible correctly-bound tool returns (admissible binding faults plus bounded numerical drift), proving that certifying categorical and numerical channels separately fails to compose — safe-looking perturbations on each channel alone can jointly become unsafe. It provides exact certification when policy is executable and Lipschitz/randomized-smoothing certification otherwise.
Matthew Nguyen, Kyle Cox, Austin Meek, Iv\'an Arcuschin
The paper studies whether activation steering for CoT faithfulness (getting models to acknowledge cues they used) generalizes across cue types, datasets, and vector-construction methods, across Gemma-3 4B/12B and Qwen-3.5 9B. Steering reliably works only for the largest model tested, but when effective, its impact generalizes broadly across cue types and datasets.
Yucheng Xu, Keyi Zhang, Yuyang Yu, Min Zhang, Shiyuan Meng, Pei Chu, Zhongying Tu
SciDisco builds process-verifiable environments (SciThèque) compiling hypotheses, datasets, hidden evidence graphs, and verifiers, then uses DAG-grounded trajectory synthesis and DiscoPO to assign turn-level credit for verifiable analytical progress during multi-turn scientific data analysis. SciDisco-14B reaches state-of-the-art on hypothesis-driven scientific analysis benchmarks.
Winter Cross
The paper models the alignment problem where an agent's value function is guaranteed only to satisfy some proxy condition before deployment, and derives conditions under which an η-catastrophic value function (one that provably drives expected human value arbitrarily low under enough optimization power) would still pass pre-deployment checks and be deployed.
Pranav Narayanan Venkit, Akshara Prabhakar, Yu Li, Daniel Lee, Chien-Sheng Wu
ANCHOR is a controlled synthetic audit measuring persona enactment and trajectory recall across 2,008 conversations, 27 personas, and four models. It finds trajectory accuracy averages only 44.4%, user-state recall is near chance, and no tested memory configuration reliably prevents persona collapse or behavioral drift over long-horizon interactions.
Harsh Raj, Vipul Gupta, Anas Mahmoud, Razvan-Gabriel Dumitru, Darvin Yi, Aakash Sabharwal, Yunzhong He
The paper introduces a taxonomy of 41 agent failure modes organized by the interaction edge (model-harness-environment-user-tool-memory) where each failure originates and which side is responsible for repair, moving beyond benchmark-specific, outcome-level failure labels.
Youting Wang, Xiao Han, Dingyan Shang, Yuan Tang, Bowen Liu
The authors audit four widely-used agent-safety benchmarks (R-Judge, InjecAgent, AgentHarm, AgentDojo) across 22 models and show major measurement problems: an 'always positive' policy scores above several real discriminating models on R-Judge's F1 metric, the benchmarks rank the same 18 models inconsistently, and small-panel correlations between benchmarks are statistically unstable (a quarter of random 7-model subsets flip sign). Capability composites correlate positively with task success but negatively with misalignment safety.
Hui Wei, Junda Wu, Sheldon Yu, Sizhe Zhou, Yizhu Jiao, Ming Zhong, Bowen Jin, Tong Yu, Shijia Pan, Jiawei Han, Julian McAuley
SARE quantifies per-step computational 'effort' in CoT reasoning via CKA between Gram matrices of hidden states across adjacent layers, revealing phase-like transitions in reasoning energy invisible to trajectory-level metrics. Incorrect trajectories systematically show lower energy at critical reasoning junctions, and SARE features can match or beat output-based confidence baselines for error detection.
Fei Ding, Yongkang Zhang, Runhao Liu, Yuhao Liao, Zijian Zeng
ThinkReset identifies that the real bottleneck in bounded-context long-horizon reasoning isn't trajectory compression but the lack of a reusable intermediate interface to replace discarded history. It also diagnoses a failure mode in outcome-reward-driven long-chain RL where models are incentivized to guess prematurely near context exhaustion instead of continuing to reason, and fixes both by explicitly writing/resetting interfaces and optimizing post-reset continuation success.
Dewei Jiang, Xiang Gu
Ziwei Li, Shuyao Li, Xufeng Cai, Xue Zou, Yiming Ma, Huiting Lu, Wujie Yan, Zhichen Zhao, Yang Lu, Zhe Wang, Rui Luo, Zhengyu Su, Dan Zhang, Yimin Tan, Ji Liu
Ghazal Kaviani, Ghassan AlRegib
Prachi Nandi, Madhuri Malakar, Sonakshi Satpathy, Pabitra Mohan Khilar
Davide Murari, Marta Ghirardelli, Ben Adcock, Elena Celledoni, Brynjulf Owren, Carola-Bibiane Sch\"onlieb
Xiaoran Liu, Istvan David
Eric Yocam, Varghese Vaidyan, Micah Flack, Gurcan Comert, and Judith L. Mwakalonge
Yuanyuan Wang, Wenjie Wang, Kun Zhang, Mingming Gong
Habib Slim, Shariq Farooq Bhat, Mohamed Elhoseiny, Yifan Wang, Mike Roberts
Florian A. D. Burnat, Brittany I. Davidson
Florian A. D. Burnat, Brittany I. Davidson
A. Feder Cooper, Mark A. Lemley, Christopher De Sa, Lea Duesterwald, Allison Casasola, Jamie Hayes, Katherine Lee, Daniel E. Ho, Percy Liang
Ajay Patel, Colin Raffel, Chris Callison-Burch
Zhiying Jiang, Raihan Seraj, Marcos Villagra, Bidhan Roy
Bavo Lesy, Siemen Herremans, Robin Kerstens, Jan Steckel, Walter Daems, Siegfried Mercelis, Ali Anwar
Siqi Fang, Zachary Schlamowitz, Andrew Bennecke, Daniel J. Tward
Yuhang Zhu, Mingxuan Du, Benfeng Xu, Jie Gao, Lingyun Yu, Hongtao Xie
Jingya Wang, Yuyang Gao, Liuzhenghao Lv, Yonghong Tian, Yuyang Liu
Nayera Hasan, Jack Greff, Alvin Grissom II
Duzhen Zhang, Yahan Yu, Qiaoyi Su, Jiahua Dong, Tielin Zhang
Brittany Harbison, Ashok K. Goel
Xingyang Yu
Nikolaos Kekatos, Panagiotis Katsaros, Alexios Lekidis, Theodoros Nestoridis, Tom Nianios
Viktoriia Makovska, George Fletcher
Yueyi Liu, Chi Zhang, Sen Cui, Miao Liu
Yichi Zhang, Zhiqi Wang, Huan Zhang, Yuchen Yang
Lizhe Fang, Weizhou Shen, Tianyi Tang, Yisen Wang
Xinting Liao, Behnoosh Zamanlooy, Masoumeh Shafieinejad, David B. Emerson, Ruinan Jin, Deval Pandya, Xiaoxiao Li
Jia-Kai Dong, Yi-Cheng Lin, Hung-yi Lee
Ajay Patel, Kartik Hosanagar, Ramayya Krishnan, Chris Callison-Burch, Karim Lakhani
Zhenqi Jia, Yuan Zhao, Aruukhan, Rui Liu, Haizhou Li
Haoyu Gu, Lekai Qian, Haowu Zhou, Qi Liu, Shuai Wang
Wenda Wang, Yihan Tong, Yuwei Hu, Xuchen Pan, Zhewei Wei, Yaliang Li, Bolin Ding
David Nordfors
Yinhan He, Liam Collins, Bhuvesh Kumar, Jundong Li, Neil Shah, Donald Loveland
Lucas Tamic, Ilan Jaffeux-Cheniout, Xavier Marjou
Han Chen, Zining Zhang, Wenqi Pei, Bingsheng He, Ming Wu, Jason Zeng, Michael Heinrich, Wei Wu, Hongbao Zhang
Bo Ye, Xinyu Cui, Jian Zhao, Tong Wei, Min-Ling Zhang
Isabella Luong, Joyee Chen, Sankalpa Ghose, David Williams-King, Linh Le, Allen Lu
Hsuvas Borkakoty, Sebastian Pohl, Cheng Wang, Bei Chen, Yufang Hou
Minsuk Jang, Yujin Yang, Hee-Seon Kim, Minseok Son, Younghun Kim, Changick Kim
Gabriel Jeanson, David-Alexandre Duclos, William Larriv\'ee-Hardy, No\'e Cochet, Mat\v{e}j Boxan, Anthony Desch\^enes, Fran\c{c}ois Pomerleau, Philippe Gigu\`ere
Xin Du, Kumiko Tanaka-Ishii
Hyunho Lee, Wenwen Li
Geert Trooskens, Aaron Karlsberg, Anmol Sharma, Lamara De Brouwer, Max Van Puyvelde, Matthew Young, John Thickstun, Gil Alterovitz, Walter A. De Brouwer XY.AI Labs, Palo Alto, CA, Stanford University School of Medicine, Stanford, CA, Cornell University, Ithaca, NY, Brigham, Women's Hospital / Harvard Medical School, Boston, MA)
Alexander Pondaven, Ziyi Wu, Igor Gilitschenski, Philip Torr, Sergey Tulyakov, Fabio Pizzati, Aliaksandr Siarohin
Xiao Ni, Yiwei Wang, Tianjun Feng, Lauren Xiaoyan Lu, Yitong Wang, Congyi Zhou
Yingwei Zheng, Cong Li, Shaohua Li, Yuqun Zhang, Zhendong Su
Haoyang Fang, Shuai Zhang, Yifei Ma, Hengyi Wang, Cuixiong Hu, Katrin Kirchhoff, Bernie Wang, George Karypis
Ruisi Wang, Zhongang Cai, Fanyi Pu, Junxiang Xu, Wanqi Yin, Maijunxian Wang, Ran Ji, Chenyang Gu, Bo Li, Ziqi Huang, Hokin Deng, Dahua Lin, Ziwei Liu, Lei Yang
Hanwen Shen, Ting Ying, Jiajie Lu, Shanshan Wang
Md Ashikur Rahman, Md Arifur Rahman, Niamul Hassan Samin, Abdullah Ibne Hanif Arean, Juena Ahmed Noshin
Chaoqun Yang, Xinyu Lin, Shulin Li, Wenjie Wang, Ruihan Guo, Fuli Feng, Tat-Seng Chua
Theophilus Amaefuna, Hitesh Vaidya, Anshuman Chhabra, Ankur Mali
Shun Qian, Bingquan Liu, Chengjie Sun, Zhen Xu, Baoxun Wang
Mahdi Astaraki, Mohammad Arshi Saloot, Ali Shiraee Kasmaee, Hamidreza Mahyar, Soheila Samiee
Xiaonan Jing, Gongqing Wu, Xingrui Zhuo, Lang Sun, Jiapu Wang
Hunter McCoy, Zikun Wang, Prashant Pandey
Chenxu Liu, Yingjie Fu, Wei Yang, Ying Zhang, Tao Xie
Tianling Xu, Shengzhe Gan, Leslie Gu, Yuelei Li, Fangneng Zhan, and Hanspeter Pfister
Yuhan Cao, Yu Wang, Sitong Liu, Miao Li, Yixin Tao, Tianxing He
Xiao He, Huangxuan Zhao, Guojia Wan, Jiancheng Pan, Yanxing Liu, Yong Luo, Juhua Liu, Yongchao Xu, Wei Zhou, Dacheng Tao, and Bo Du
Richeek Das, Kostas Daniilidis, Pratik Chaudhari
Jonathan A. Karr Jr., Benjamin F. Herbst, Matthew L. Sisk, Xueyun Li, Ting Hua, Matthew Hauenstein, Georgina Curto, Nitesh V. Chawla
Marcos Fuster-Pena, David de-Fitero-Dominguez, Antonio Garcia-Cabot, Eva Garcia-Lopez
Angelo Di Porzio, Marco Coraggio
Florinel-Alin Croitoru, Andrei-Iulian Hiji, Vlad Hondru, Nicolae Catalin Ristea, Paul Irofti, Marius Popescu, Cristian Rusu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah
Wenkai Fan, Shurui Zhang, Xiaolong Wang, Haowei Yang, Tsz Wai Chan, Xingyan Chen, Junquan Bi, Zirui Zhou, Jia Liu, Kani Chen
Pengcheng Dai, He Wang, Dongming Wang, Wenwu Yu
Jaehyuk Lee, Yeajin Lee, Dayeon Shin, Donghun Lee
Yikun Bai, Binghang Lu, Yikai Liu, Elaheh Akbari, Soheil Kolouri, Linxuan Wang, Ping He, Shuchan Wang, Ruqi Zhang, and Guang Lin
Zhiyuan Ma, Zeyuan Li, Zhiyi Lu, Jiacheng Hao, Youlang Du, Zhen Jiang, Xinche Zhang, Yuhao Sun, Xinke Shen, Sen Song
Kaizhen Tan, Xin Xu, Siru Tao, Yixiao Li, Hanzhe Hong, Yang Feng, Heqing Du
Chang Liu, Fei Suo, Yanzhou Jin, Yusuke Iwasawa, Yutaka Matsuo, Yaonan Zhu
Du Yin, Xiachong Lin, Yue Tan, Jinliang Deng, Estrid He, Hao Xue, Flora D. Salim
Yifan Dou, Shikan Lian, Shibo Li
Md Ashikur Rahman, Md Arifur Rahman, Niamul Hassan Samin, Khandaker Rifah Tasnia, Md Hasibul Amin, Sifat Rahman Ahona, Juena Ahmed Noshin
Sen Wang, R. Gnana Praveen, Bidhan Roy, Marcos Villagra
Shuai Wang, Daoan Zhang, Zhe Tang, Hao Cheng, Jiaheng Wei
David R. Wessels, Farhad Ramezanghorbani, David W. Romero, Alireza Moradzadeh, Olivia Viessmann, Maksim Zhdanov, John St. John, Ken Janik, David M Knigge, Yucheng Tang, Erik J Bekkers, Saee Gopal Paliwal
Jolanta \'Sliwa, Jakub Adamczyk
Sohini Roy, Xheni Hylviu
Dan Yamins, Aran Nayebi
Zijun Xie, Binbin Zheng, Enlei Gong, Jihua Liu, Yuyang You, Lingfeng Liu, Jiayao Tang, Guanqun Zhao, Aoqi Hu, Zeyu Chen
Haoning Wang, Yiwei Liu, Haisen Luo, Dan Liu, Junxi Yin, Haotian Wang, Lei Zhang, Xiaoyu Tian, Shuaiting Chen, Yuansheng Song, Baoyan Guo, Xiongfei Yan, Bolan Yang, Chengwei Liu, Ming Cui, Jiong Chen
Yongfeng Su, Hongwen Li, Zijian Zhang, Ziquan Fang, Lu Chen, Christian S. Jensen, Hong Gao, Yinjun Han
Ankush Pratap Singh, Houwei Cao, and Yong Liu
Xucong Wang, Ziyu Ma, Yong Wang, Yuxiang Ji, Shidong Yang, Guanhua Chen, Pengkun Wang, Xiangxiang Chu
Nello Blaser, Odin Hoff Gardaa, Lars M. Salbu, Elena Xinyi Wang, Bastian Rieck
Roshni Mahtani, Il\'an Carretero, Daniel Moreno-Paris, Aldo Moreno-Oyervides, Laura Monroy, Oscar El\'ias Bonilla-Manrique, Roc\'io del Amor
Nisar Nellikunnummel, Andi M Barbour, Lutz Wiegart, Tatiana Konstantinova, Anthony M DeGennaro
Onno Eberhard, Claire Vernade, Michael Muehlebach
Yali Fink, Ido Ben-Yair, Lars Ruthotto, Eran Treister
Joss Armstrong
Chaymae Yahyati, Ismail Lamaakal, Khalid El Makkaoui, Ibrahim Ouahbi
Zehua Jiang, Fenghao Zhu, Xinquan Wang, Chongwen Huang, Zhaoyang Zhang
Brian Charles Brown, Mauricio Munoz, Robert Bridges, David Grimsman, Sean Warnick
Michael Rottoli, Subhankar Roy, Stefano Paraboschi
Jingkai He, Pengfei Chen, Chenghui Wu, Shuang Liang, Ye Li, Gou Tan, Xidao Wen, Chuanfu Zhang, Fang Situ, Qi Zhou
Qiance Tang, Ziqi Wang, Jieyu Lin, Ziyun Li, Barbara De Salvo, Sai Qian Zhang
Mohamed Gharib, Leonid Popryho, Inna Partin-Vaisband
Jiajun Hu, Nuria Armengol Urpi, Jin Cheng, Stelian Coros
Yanzhe Hu, Yijie Jin, Pengfei Liu, Kai Yu, Zhijie Deng
Siyang Cai, Cangyuan Li, Haoyu Gao, Kun Wang, Yinhe Han, Ying Wang
Lin Niu, Xin Luo, Linchuan Xie, Yifu Sun, Guanghua Yu, Jianchen Zhu, and S Kevin Zhou
Kate\v{r}ina Henclov\'a, V\'aclav \v{S}m\'idl
Marcos Villagra, Bidhan Roy, Raihan Seraj, Zhiying Jiang
Zhanglu Yan, Kaiwen Tang, Zixuan Zhu, Zhenyu Bai, Qianhui Liu, Yongxin Zhu, Weng-Fai Wong
Jun Liu, Leo Yu Zhang, Fengpeng Li, Isao Echizen, Jiantao Zhou
Jiaying Zhang, Lei Shi, Jiguo Li, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He
Rajeeb Thapa Chhetri, Saurab Thapa, Avinash Kumar, Zhixiong Chen
Robert Simon Fong, Gouhei Tanaka, Kazuyuki Aihara
Hasan Burhan Beytur, Haris Vikalo, Kevin S Chan, Gustavo de Veciana
Ci Lin, Tet Yeap, Iluju Kiringa
Lukas Fehring, Marcel Wever, Maximilian Splieth\"over, Leona Hennig, Henning Wachsmuth, Marius Lindauer
Sathwik Narkedimilli, N V Saran Kumar, Aswath Babu H, Manjunath K Vanahalli, Manish M, Aik Beng Ng, Vinija Jain, Aman Chadha
Soutrik Sarangi, Yonatan Sverdlov, Nadav Dym, Abir De
Sanghyeok Choi, Sarthak Mittal, V\'ictor Elvira, Jinkyoo Park, Esmeralda S. Whitammer
Lorenzo Pastori, Veronika Eyring, Mierk Schwabe
Prosper Rosaire Mama Assandje, Landry Foka Marius, Arnaud Gires Fobasso Tchinda, Fr\'ed\'eric Barbaresco, St\'ephane R. Gael Ekodeck, Serge Alain Ebele
Anuraj Maurya
Alex Davey, Alena Shilova, Brahim Driss, Riad Akrour
Jiaxiang Yi, Miguel A. Bessa
Alexander Kolpakov, Igor Rivin
Pavel Kolev, Marin Vlastelica, Georg Martius
Yonatan Sverdlov, Ido Springer, Nadav Dym
Sayan Biswas, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic
Miguel Liu-Schiaffini, Clare E. Singer, Nikola Kovachki, Sze Chai Leung, Hyunji Jane Bae, Kamyar Azizzadenesheli, Anima Anandkumar
Tongxin Li, Yiheng Lin, Shaolei Ren, Adam Wierman
Jonas Heinzmann, Francesco Vicentini, Pietro Carrara, Laura De Lorenzis
Eugenia Gabriela Loera Villeda, Ivo Steinbrecher, Alexander Popp
Igor Kuszczak, Gawel Kus, Federico Bosi, Miguel A. Bessa
Atharva Pandey, Gautam Jajoo
Qinsi Wang, Jing Shi, Huazheng Wang, Kun Wan, Yiran Wu, Bo Liu, Qingyun Wu, Hai Helen Li, Yiran Chen, Handong Zhao, Wentian Zhao
Hanlin Du, Zhiyuan Yan, Yungang Bao, Sa wang
Guanqun Zhao, Zijun Xie, Binbin Zheng, Enlei Gong, Jiafeng Lu, Yehan Yang, Aoqi Hu, Zeyu Chen
Qinfeng Li, Yuntai Bao, Xinyan Yu, Hongze Chen, Yanmin Liu, Wenqi Zhang, Xuhong Zhang
Qijia He, Jiayi Cheng, Chenqian Le, Rui Wang, Xunmei Liu, Yixian Chen, Jie Mei, Zhihao Wang, Xupeng Chen, Yuhuan Chen, Tao Wang
Harry Rogers, Sally Shiels, Ashley Tomlinson, James Thomas, James Aylward, Nathan Gauge, Helen Higham, Alison Noble
Hui Yang, Jiaoyan Chen, Yiping Song, Renate Schmidt, Wen Zhang
Wenhui Chen, Jianlin Chen, Ziyao Lin, Chi Man Vong
Yiyuan Zou, Wenying Lyu, Clark Borst
Jingpu Yang, Fengxian Ji, Zhengzhao Lai, Zhexuan Cui, Guangxian Ouyang, Qian Jiang, Fan Zhang, Min Peng, Qianqian Xie, Preslav Nakov, Zhuohan Xie
Heejeong Nam, Chandradithya S Jonnalagadda, Harshit Aggarwal, Eric Xu, Randall Balestriero
Bu\u{g}ra Alperen Ulu{\i}rmak, Rifat Kurban
Minghui Ma, Bin Guo, Hao Wang, Han Wang, Mengqi Chen, Jingqi Liu, Yan Liu
Xucong Wang, Ziyu Ma, Yong Wang, Shidong Yang, Hailang Huang, Renda Li, Pengkun Wang, Xiangxiang Chu
Xucong Wang, Ziyu Ma, Shidong Yang, Tongwen Huang, Pengkun Wang, Yong Wang, Xiangxiang Chu
Jinseong Han, Sunwoong Yang, Namwoo Kang
Kuan-Yen Chen, Fang-Yi Su, Shih-Yen Lin, Bao Li, Jung-Hsien Chiang
Wonjoong Kim, Yeonjun In, Sangwu Park, Dongha Lee, Chanyoung Park
Rongman Xu, Yifei Li, Tianzhe Zhao, Yanrui Wu, Bo Li, Hang Yan
Jackson Clark, Yiming Su, Saad Mohammad Rafid Pial, Yifang Tian, Lily Gniedziejko, Hans-Arno Jacobsen, Yinfang Chen, Tianyin Xu
Yuran Sun, Mustafa Sameen, Yaotian Zhang, Rongguan Gu, Mrunal Vibhute, Chia-yu Wu, Yuanyuan Lei, Xilei Zhao
Jeonghwan Choi, Jibin Hwang, Gyeonghun Sun, Minjeong Ban, Taewon Yun, Hyeonjae Cheon, Hwanjun Song
Susana Nunes, Tiago Guerreiro, Catia Pesquita
Ruturaj Reddy, Hrishav Bakul Barua, Junn Yong Loo, Thanh Thi Nguyen, Ganesh Krishnasamy
Ao Li, Jinghui Zhang, Luyu Li, Yuxiang Duan, Lang Gao, Mingcai Chen, Weijun Qin, Shaopeng Li, Fengxian Ji, Ning Liu, Lizhen Cui, Xiuying Chen, Yuntao Du
Reuben Tan, Baolin Peng, Zhengyuan Yang, Hao Cheng, Oier Mees, Theodore Zhao, Andrea Tupini, Isar Meijer, Qianhui Wu, Yuncong Yang, Lars Liden, Yu Gu, Sheng Zhang, Xiaodong Liu, Lijuan Wang, Marc Pollefeys, Yong Jae Lee, Jianfeng Gao
Alexander Meulemans, Rajai Nasser, Maciej Wo{\l}czyk, Marissa A. Weis, Seijin Kobayashi, Blake Richards, Guillaume Lajoie, Angelika Steger, Marcus Hutter, James Manyika, Rif A. Saurous, Jo\~ao Sacramento, Blaise Ag\"uera y Arcas
Glenn Matlin, Isaac Song, Yixiong Hao, Parv Mahajan, Evan Montoya, Ryan Bard, Stuart R. Topp, Anthony Wen-Ming Zang, Mohammed Rehan Parwani, Soham Shetty, and Mark Riedl
Enrico Saccon, Matteo Saveriano, Edoardo Lamon, Luigi Palopoli, Marco Roveri
Tim Holzenkamp, Kevin Kuryshev, Thomas Oltmann, Lucas W\"aldele, Johann Zuber, Tobias Heuer, Ashlin Iser
Jiamin Wu, Peishan Xiang, Jingyang Chen, Yuqing Zhu, Yuxi Li, Ling Luo, Qihao Zheng, Jialiang Zu, Yongchao Wu, Mindong Liu, Haitao Wu, Chaofan Hu, Yijie Sun, Yuqi Hang, Yu Zhu, Shuo Li, Yue Fan, Shiyang Feng, Wanghan Xu, Tianlei Zhang, Jie Zhang, Wenlong Zhang, Bo Zhang, Kai Wang, Lei Bai, Mianxin Liu, Wanli Ouyang, Jiulin Du, Chunfeng Song
Ran Ren, Junhong Tong, Yunxi Kong, Yiyao Chen, Yucheng Li, Kunhao Zhou, Shaoqi Wang, Yuxiang Tao, Shuheng Cao, Zhihao Fan, Marissa DiPiero, Tingting Dan, Guorong Wu
Juncheng Zhong, Chenghuang Shen, Jianfeng Liu, Zhengdong Xiao, Longjiu Luo, Qianrong Wang, Wenjun Xu, Wenlian Lu