Researcher — paper.dinq.me

2026 顶会论文

作者位次 #13/15ICML 2026Poster· Applications / Language, Speech and Dialog

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Wenxuan Huang · Yu Zeng · Qiuchen Wang · Zhen Fang · Shaosheng Cao · Zheng Chu · Qingyu Yin · Shuang Chen · Zhenfei Yin · Lin Chen · Zehui Chen · Yao Hu · Phil Torr · Feng Zhao · Wanli Ouyang

多模态检索与知识OpenReview

作者位次 #11/11ICML 2026Oral

Benchmarking at the Edge of Comprehension

Samuele Marro · Jialin Yu · Emanuele La Malfa · Oishi Deb · Jiawei Li · Yibo Yang · Ebey Abraham · Sunando Sengupta · Eric Sommerlade · Michael Wooldridge · Phil Torr

评测与基准OpenReview

作者位次 #10/10ICML 2026Poster· Deep Learning / Large Language Models

Open-World LLM Logical Reasoning

Ye Mo · Chuan Zhou · Fengxiang Cheng · Jialin Yu · Liangming Pan · Fenrong Liu · Sheng Zhou · Haoxuan Li · Zhouchen Lin · Phil Torr

推理OpenReview

作者位次 #13/19ICML 2026Poster· Deep Learning / Large Language Models

LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning

Xinwu Ye · Yicheng Mao · Yuxuan Liao · Jia Zhang · Yimeng (Yoyo) Liu · Hao Li · Fang Wu · Zhiwei Li · Zehong Wang · Zhiyuan Liu · Zhenfei Yin · Li Yuan · Phil Torr · Huan Sun · xiangxiang Zeng · Mengdi Wang · Le Cong · Shenghua Gao · Robert Tang

推理OpenReview

作者位次 #7/12ICML 2026Oral

Position: There are futures that benchmark-driven AI cannot see

Sobhan Lotfi · Ava Iranmanesh · Lachin Naghashyar · Ali Shirali · Fateme Haredasht · Sanmi Koyejo · Phil Torr · Yong Suk Lee · Fazl Barez · Joel Lehman · Peter Norvig · Arvind Narayanan

评测与基准OpenReview

作者位次 #8/10ICML 2026Poster

It's a TRAP! Task-Redirecting Agent Persuasion Benchmark for Web Agents

Karolina Korgul · Yushi Yang · Arkadiusz Drohomirecki · Piotr Blaszczyk · Will Howard · Lukas Aichberger · Chris Russell · Phil Torr · Adam Mahdi · Adel Bibi

智能体与工具评测与基准社会与人本OpenReview

作者位次 #2/2ICML 2026Poster· Deep Learning / Large Language Models

Position: LLM Agents Are the Antidote to Walled Gardens

Samuele Marro · Phil Torr

智能体与工具OpenReview

作者位次 #4/6ICML 2026Poster· Deep Learning / Large Language Models

Distinguishable Deletion: Unifying Knowledge Erasure and Refusal for Large Language Model Unlearning

Puning Yang · Junchi Yu · Qizhou Wang · Phil Torr · Bo Han · Xiuying Chen

安全检索与知识OpenReview

作者位次 #6/11ICML 2026Poster· Deep Learning / Foundation Models

Rubric Curriculum RL: Exploiting the Generation-Verification Gap in Non-Verifiable Domains

Tejas Krishnan · Sumeet Motwani · Charles London · Suhaas Bhat · Huitian Jiao · Phil Torr · Riashat Islam · Christopher Summerfield · Christian Schroeder de Witt · Qilong Gu · Shital Shah

强化学习与后训练OpenReview

作者位次 #8/9ICML 2026Poster· Deep Learning / Foundation Models

Causal Fine-Tuning under Latent Confounded Shift

Jialin Yu · Yuxiang Zhou · Haoxuan Li · Junchi Yu · Mengyue Yang · Yulan He · Nevin Zhang · Phil Torr · Ricardo Silva

强化学习与后训练OpenReview

作者位次 #3/4ICML 2026Poster· Social Aspects / Safety

Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks

Yunqi Xue · Zhijiang Li · Phil Torr · Jindong Gu

安全多模态强化学习与后训练OpenReview

作者位次 #3/5ICML 2026Spotlight· Social Aspects / Accountability, Transparency, and Interpretability

Base Models Know How to Reason, Thinking Models Learn When

Constantin Venhoff · Iván Arcuschin · Phil Torr · Arthur Conmy · Neel Nanda

推理可解释性社会与人本OpenReview

作者位次 #8/10ICML 2026Oral

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games

Zhenhao Chen · Yongqiang Chen · Chenxi Liu · Junchi Yu · Xiangchen Song · Zijian Li · Jialin Li · Phil Torr · Bo Han · Kun Zhang

智能体与工具评测与基准OpenReview

作者位次 #4/8ICML 2026Spotlight· Deep Learning / Foundation Models

h1: Bootstrapping LLMs to Reason over Longer Horizons via Reinforcement Learning

Alesia Ivanova · Sumeet Motwani · Jack Cai · Phil Torr · Riashat Islam · Shital Shah · Christian Schroeder de Witt · Charles London

推理强化学习与后训练OpenReview

作者位次 #15/19ICML 2026Poster· Deep Learning / Large Language Models

LongCoT: Benchmarking Long-Horizon Chain-of-Thought Reasoning

Sumeet Motwani · Daniel Nichols · Charles London · Peggy Li · Fabio Pizzati · Acer Blake · Hasan Hammoud · Tavish McDonald · Akshat Naik · Alesia Ivanova · Vignesh Baskaran · Ivan Laptev · Ruben Glatt · Tal Ben-Nun · Phil Torr · Ameya Pandurang Prabhu · Brian Bartoldson · Bhavya Kailkhura · Christian Schroeder de Witt

推理评测与基准OpenReview

Phil Torr

获取完整研究档案

联系方式