From 2157675ebfc3acb12f14a2ec980241139868b205 Mon Sep 17 00:00:00 2001 From: lingdong-kong Date: Mon, 31 Aug 2026 18:10:09 -0700 Subject: [PATCH] auto-research page: mirror 20 Aug-2026 works; fix 2 rows stranded in thead Mirrors the appendix inventory additions (paper f9692ed, README PR #17): S1 Idea Generation +5 (38 -> 43 tbody rows) S2 Literature Review +7 (58 -> 65) S3 Coding & Experiments +6 (45 -> 51) S6 Peer Review +2 (48 -> 50) Stage counters bumped by the same deltas. Nine of the new rows carry v-conf venue pills (EMNLP'26 x4, ACL'26, CIKM'26, MICCAI'26) rather than v-arxiv, matching venues confirmed in the arXiv metadata. 17 of the 37 works in this round are not mirrored: the page has only S1-S8 stage tables, with no home for the 7 end-to-end systems or the 7 societal / cross-domain entries, and 3 analysis papers are prose-only by convention. PRE-EXISTING FIX. S1's first two data rows sat inside rather than , so S1's tbody numbering began at 3 and ran to 40. Consequences: those two rows rendered with header styling and were invisible to any tbody-scoped sort or filter, and S1 was the one stage whose counter (40) appeared not to match its tbody row count (38). Both rows moved into ; the counter was always correct. Verified: counters equal tbody row counts for all 8 stages, numbering contiguous 1..N in all 8, zero data rows remain in any thead, // // tags balanced, git diff --check clean. Co-Authored-By: Claude --- awesome-ai-auto-research.html | 215 ++++++++++++++++++++++++++++++++-- 1 file changed, 208 insertions(+), 7 deletions(-) diff --git a/awesome-ai-auto-research.html b/awesome-ai-auto-research.html index be6efe5..ef66643 100644 --- a/awesome-ai-auto-research.html +++ b/awesome-ai-auto-research.html @@ -793,7 +793,7 @@

Paper Collection

S1 Idea Generation - 40 methods + 45 methods Expand @@ -809,7 +809,9 @@

Paper Collection

 - + + + @@ -829,8 +831,7 @@

Paper Collection

- - + @@ -1258,6 +1259,56 @@

Paper Collection

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Evaluation Links
1 PosterMELD arXiv'26
LLM Internal Knowledge-Based Generation
41HypoForgearXiv'26Multi-AgentReusable scientific skills across generation and testing + +
42SGHAarXiv'26AgentCorpus-first structural-gap discovery on a local LLM + +
43MAILarXiv'26AgentMemory-driven incremental literature-grounded hypotheses + +
44RATIOarXiv'26BenchmarkRelevance defined by three typed ideation moves + +
45Lit2TestarXiv'26BenchmarkEach proposal precommits its own falsifying outcome + +
@@ -1271,7 +1322,7 @@

Paper Collection

S2 Literature Review - 58 methods + 65 methods Expand @@ -1901,6 +1952,76 @@

Paper Collection

+ + 59 + DAS + arXiv'26 + Agent + Stateful closed loop for publication-oriented surveys + + + + + + 60 + Crase + arXiv'26 + Agent + Bounded graph exploration; 3x recall@50 at 1/3 cost + + + + + + 61 + ITER + arXiv'26 + Retrieval + Retriever trained on agent interaction trajectories + + + + + + 62 + DeepWeaver + arXiv'26 + Agent + Weaves fragmented evidence into well-cited answers + + + + + + 63 + AgentR + arXiv'26 + Agent + Durable, recoverable literature-review artifacts + + + + + + 64 + Tree-of-Concerns + EMNLP'26 + Multi-Agent + Skeptic personas surface unstated limitations + + + + + + 65 + Multi-Aspect Retrieval + arXiv'26 + Benchmark + Same-paper retrieval queried from different aspects + + + + @@ -1912,7 +2033,7 @@

Paper Collection

S3 Coding & Experiments - 45 methods + 51 methods Expand @@ -2420,6 +2541,66 @@

Paper Collection

+ + 46 + ReproAgent + EMNLP'26 + Agent + Contract-guided recovery of the split specification + + + + + + 47 + DeepRepro + CIKM'26 + Agent + State-aware subplanning over evolving repositories + + + + + + 48 + Experimental Fidelity + arXiv'26 + Evaluation + Documents silent methodological hallucinations + + + + + + 49 + Praxist + arXiv'26 + Agent + Solution lineages trace gains to causes + + + + + + 50 + Skill-Based Baselines + MICCAI'26 + Agent + Literature-guided competitive baselines + + + + + + 51 + SciCoQA + ACL'26 + Evaluation + Quality assurance for paper-code alignment + + + + @@ -3215,7 +3396,7 @@

Paper Collection

S6 Peer Review - 48 methods + 50 methods Expand @@ -3735,6 +3916,26 @@

Paper Collection

+ + 49 + Metag + arXiv'26 + Dataset + 349 action items tied to review-rebuttal paper diffs + + + + + + 50 + VERA-RL + EMNLP'26 + Training + RL for proactive error detection; VERA-13K + + + +